Publications: Dimitris Bertsimas
Download CSV for Dimitris Bertsimas
| Title | Year | Citations | Score |
|---|---|---|---|
|
The price of robustness
Operations research 52 (1), 35-53, 2004 View Details |
2004 | 5348 | 99.8% |
|
Theory and applications of robust optimization
SIAM review 53 (3), 464-501, 2011 View Details |
2011 | 2988 | 99.7% |
|
Introduction to linear optimization
Athena scientific 6, 479-530, 1997 View Details |
1997 | 4533 | 99.6% |
|
Adaptive robust optimization for the security constrained unit commitment problem
IEEE transactions on power systems 28 (1), 52-63, 2012 View Details |
2012 | 1771 | 99.1% |
|
Robust discrete optimization and network flows
Mathematical programming 98 (1-3), 49-71, 2003 View Details |
2003 | 2348 | 99.1% |
|
From predictive to prescriptive analytics
Management Science 66 (3), 1025-1044, 2020 View Details |
2020 | 644 | 98.9% |
|
Simulated annealing
Statistical science 8 (1), 10-15, 1993 View Details |
1993 | 1540 | 98.6% |
|
Best subset selection via a modern optimization lens
View Details |
2016 | 901 | 98.5% |
|
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022 View Details |
2022 | 211 | 98.4% |
|
Data-driven robust optimization
Mathematical Programming 167, 235-292, 2018 View Details |
2018 | 683 | 98.1% |
|
Optimal classification trees
Machine Learning 106 (7), 1039-1082, 2017 View Details |
2017 | 704 | 98.1% |
|
Optimal control of execution costs
Journal of financial markets 1 (1), 1-50, 1998 View Details |
1998 | 1357 | 98.1% |
|
Forecasting COVID-19 and analyzing the effect of government interventions
Operations Research 71 (1), 184-201, 2023 View Details |
2023 | 93 | 97.4% |
|
A robust optimization approach to inventory theory
Operations research 54 (1), 150-168, 2006 View Details |
2006 | 806 | 97.0% |
|
The price of fairness
Operations research 59 (1), 17-31, 2011 View Details |
2011 | 689 | 96.8% |
|
A data-driven approach to multistage stochastic linear optimization
Management Science 69 (1), 51-74, 2023 View Details |
2023 | 75 | 96.6% |
|
Adaptive distributionally robust optimization
Management Science 65 (2), 604-618, 2019 View Details |
2019 | 302 | 96.3% |
|
Where to locate COVID‐19 mass vaccination facilities?
Naval Research Logistics (NRL) 69 (2), 179-200, 2022 View Details |
2022 | 110 | 96.3% |
|
The air traffic flow management problem with enroute capacities
Operations research 46 (3), 406-422, 1998 View Details |
1998 | 783 | 96.1% |
|
A stochastic and dynamic vehicle routing problem in the Euclidean plane
Operations Research 39 (4), 601-615, 1991 View Details |
1991 | 669 | 95.8% |
|
COVID-19 mortality risk assessment: An international multi-center study
PloS one 15 (12), e0243262, 2020 View Details |
2020 | 217 | 95.5% |
|
Optimal inequalities in probability theory: A convex optimization approach
SIAM Journal on Optimization 15 (3), 780-804, 2005 View Details |
2005 | 595 | 95.2% |
|
Robust linear optimization under general norms
Operations Research Letters 32 (6), 510-516, 2004 View Details |
2004 | 623 | 95.0% |
|
Online mixed-integer optimization in milliseconds
INFORMS Journal on Computing 34 (4), 2229-2248, 2022 View Details |
2022 | 83 | 94.8% |
|
Ensemble forecasts of coronavirus disease 2019 (COVID-19) in the US
MedRXiv, 2020.08. 19.20177493, 2020 View Details |
2020 | 188 | 94.6% |
|
Optimization over integers
(No Title), 2005 View Details |
2005 | 540 | 94.6% |
|
From predictive methods to missing data imputation: an optimization approach
Journal of Machine Learning Research 18 (196), 1-39, 2018 View Details |
2018 | 274 | 94.4% |
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Online vehicle routing: The edge of optimization in large-scale applications
Operations Research 67 (1), 143-162, 2019 View Details |
2019 | 214 | 94.4% |
|
Constructing uncertainty sets for robust linear optimization
Operations research 57 (6), 1483-1495, 2009 View Details |
2009 | 456 | 94.1% |
|
Robust sample average approximation
Mathematical Programming 171, 217-282, 2018 View Details |
2018 | 260 | 94.1% |
|
Dynamic optimization with side information
European Journal of Operational Research 304 (2), 634-651, 2023 View Details |
2023 | 45 | 94.0% |
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Sparse high-dimensional regression: Exact scalable algorithms and phase transitions
View Details |
2020 | 172 | 94.0% |
|
A new generation of vehicle routing research: robust algorithms, addressing uncertainty
Operations research 44 (2), 286-304, 1996 View Details |
1996 | 503 | 93.9% |
|
Mixed-integer optimization with constraint learning
Operations Research, 2023 View Details |
2023 | 42 | 93.6% |
|
Machine learning under a modern optimization lens
Dynamic Ideas LLC, 2019 View Details |
2019 | 186 | 93.4% |
|
Interpretable clustering: an optimization approach
Machine Learning 110, 89-138, 2021 View Details |
2021 | 107 | 93.2% |
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The power and limits of predictive approaches to observational data-driven optimization: The case of pricing
INFORMS Journal on Optimization 5 (1), 110-129, 2023 View Details |
2023 | 39 | 93.0% |
|
Stochastic and dynamic vehicle routing in the Euclidean plane with multiple capacitated vehicles
Operations Research 41 (1), 60-76, 1993 View Details |
1993 | 408 | 93.0% |
|
Robust and Adaptive Optimization
Dynamic Ideas, 2022 View Details |
2022 | 63 | 92.7% |
|
Bootstrap robust prescriptive analytics
Mathematical Programming 195 (1-2), 39-78, 2022 View Details |
2022 | 63 | 92.7% |
|
Surgical risk is not linear: derivation and validation of a novel, user-friendly, and machine-learning-based predictive optimal trees in emergency surgery risk (POTTER) calculator
Annals of surgery 268 (4), 574-583, 2018 View Details |
2018 | 216 | 92.6% |
|
Tractable approximations to robust conic optimization problems
Mathematical programming 107 (1-2), 5-36, 2006 View Details |
2006 | 408 | 92.6% |
|
An integer optimization approach to large-scale air traffic flow management
Operations research 59 (1), 211-227, 2011 View Details |
2011 | 341 | 92.5% |
|
On the efficiency-fairness trade-off
Management Science 58 (12), 2234-2250, 2012 View Details |
2012 | 321 | 92.5% |
|
A priori optimization
Operations Research 38 (6), 1019-1033, 1990 View Details |
1990 | 374 | 92.4% |
|
Robust and data-driven optimization: modern decision-making under uncertainty
INFORMS Tutorials in Operations Research: Models, Methods, and Applications …, 2006 View Details |
2006 | 401 | 92.4% |
|
The multi-airport ground-holding problem in air traffic control
Operations Research 42 (2), 249-261, 1994 View Details |
1994 | 399 | 92.2% |
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Shortfall as a risk measure: properties, optimization and applications
Journal of Economic Dynamics and control 28 (7), 1353-1381, 2004 View Details |
2004 | 429 | 92.2% |
|
Robust game theory
Mathematical programming 107 (1-2), 231-273, 2006 View Details |
2006 | 379 | 91.9% |
|
A scalable algorithm for sparse portfolio selection
Informs journal on computing 34 (3), 1489-1511, 2022 View Details |
2022 | 57 | 91.8% |
|
The voice of optimization
Machine Learning 110, 249-277, 2021 View Details |
2021 | 90 | 91.6% |
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Algorithm for cardinality-constrained quadratic optimization
Computational Optimization and Applications 43 (1), 1-22, 2009 View Details |
2009 | 316 | 91.0% |
|
Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations
Elife 12, e81916, 2023 View Details |
2023 | 31 | 90.9% |
|
Optimization-based scenario reduction for data-driven two-stage stochastic optimization
Operations Research 71 (4), 1343-1361, 2023 View Details |
2023 | 31 | 90.9% |
|
From predictions to prescriptions: A data-driven response to COVID-19
Health care management science 24, 253-272, 2021 View Details |
2021 | 83 | 90.8% |
|
Probabilistic combinatorial optimization problems
Massachusetts Institute of Technology, 1988 View Details |
1988 | 313 | 90.6% |
|
Optimality of affine policies in multistage robust optimization
Mathematics of Operations Research 35 (2), 363-394, 2010 View Details |
2010 | 298 | 90.4% |
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Predicting inpatient flow at a major hospital using interpretable analytics
Manufacturing & Service Operations Management 24 (6), 2809-2824, 2022 View Details |
2022 | 50 | 90.4% |
|
Revenue management in a dynamic network environment
Transportation science 37 (3), 257-277, 2003 View Details |
2003 | 385 | 90.4% |
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Integrated multimodal artificial intelligence framework for healthcare applications
NPJ digital medicine 5 (1), 149, 2022 View Details |
2022 | 48 | 89.9% |
|
Fairness, efficiency, and flexibility in organ allocation for kidney transplantation
Operations Research 61 (1), 73-87, 2013 View Details |
2013 | 234 | 89.9% |
|
Survivable networks, linear programming relaxations and the parsimonious property
Mathematical programming 60 (1-3), 145-166, 1993 View Details |
1993 | 287 | 89.8% |
|
Data-driven estimation in equilibrium using inverse optimization
Mathematical Programming 153, 595-633, 2015 View Details |
2015 | 198 | 89.4% |
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Finite adaptability in multistage linear optimization
IEEE Transactions on Automatic Control 55 (12), 2751-2766, 2010 View Details |
2010 | 272 | 89.4% |
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Models for minimax stochastic linear optimization problems with risk aversion
Mathematics of Operations Research 35 (3), 580-602, 2010 View Details |
2010 | 270 | 89.3% |
|
Two-stage sample robust optimization
Operations Research 70 (1), 624-640, 2022 View Details |
2022 | 45 | 89.2% |
|
Finding Neurons in a Haystack: Case Studies with Sparse Probing
arXiv preprint arXiv:2305.01610, 2023 View Details |
2023 | 26 | 89.0% |
|
Exact first-choice product line optimization
Operations Research 67 (3), 651-670, 2019 View Details |
2019 | 120 | 89.0% |
|
Tractable stochastic analysis in high dimensions via robust optimization
Massachusetts Institute of Technology, 2013 View Details |
2013 | 213 | 88.7% |
|
Algorithmic prediction of health-care costs
Operations Research 56 (6), 1382-1392, 2008 View Details |
2008 | 264 | 88.7% |
|
On the power and limitations of affine policies in two-stage adaptive optimization
Mathematical programming 134 (2), 491-531, 2012 View Details |
2012 | 221 | 88.5% |
|
The traffic flow management rerouting problem in air traffic control: A dynamic network flow approach
Transportation Science 34 (3), 239-255, 2000 View Details |
2000 | 328 | 88.4% |
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Characterization of the equivalence of robustification and regularization in linear and matrix regression
European Journal of Operational Research 270 (3), 931-942, 2018 View Details |
2018 | 142 | 88.4% |
|
Robust multiperiod portfolio management in the presence of transaction costs
Computers & Operations Research 35 (1), 3-17, 2008 View Details |
2008 | 256 | 88.3% |
|
Solving convex programs by random walks
Journal of the ACM (JACM) 51 (4), 540-556, 2004 View Details |
2004 | 295 | 88.2% |
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Fairness and collaboration in network air traffic flow management: an optimization approach
Transportation Science 50 (1), 57-76, 2016 View Details |
2016 | 157 | 87.7% |
|
Conservation laws, extended polymatroids and multiarmed bandit problems; a polyhedral approach to indexable systems
Mathematics of Operations Research 21 (2), 257-306, 1996 View Details |
1996 | 264 | 87.6% |
|
Sparse regression: Scalable algorithms and empirical performance
View Details |
2020 | 91 | 87.5% |
|
Multistage robust mixed-integer optimization with adaptive partitions
Operations Research 64 (4), 980-998, 2016 View Details |
2016 | 154 | 87.4% |
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Solving large-scale sparse PCA to certifiable (near) optimality
Journal of Machine Learning Research 23 (13), 1-35, 2022 View Details |
2022 | 39 | 87.3% |
|
Personalized diabetes management using electronic medical records
Diabetes care 40 (2), 210-217, 2017 View Details |
2017 | 142 | 87.3% |
|
A robust optimization approach to supply chain management
Integer Programming and Combinatorial Optimization: 10th International IPCO …, 2004 View Details |
2004 | 274 | 87.2% |
|
Data-driven optimization: A reproducing kernel Hilbert space approach
Operations Research 70 (1), 454-471, 2022 View Details |
2022 | 38 | 86.9% |
|
Reformulation versus cutting-planes for robust optimization: A computational study
Computational Management Science 13, 195-217, 2016 View Details |
2016 | 148 | 86.9% |
|
Restless bandits, linear programming relaxations, and a primal-dual index heuristic
Operations Research 48 (1), 80-90, 2000 View Details |
2000 | 286 | 86.6% |
|
Optimal prescriptive trees
INFORMS Journal on Optimization 1 (2), 164-183, 2019 View Details |
2019 | 100 | 86.6% |
|
Dynamic ground-holding policies for a network of airports
Transportation Science 28 (4), 275-291, 1994 View Details |
1994 | 235 | 86.6% |
|
OR forum—an algorithmic approach to linear regression
Operations Research 64 (1), 2-16, 2016 View Details |
2016 | 145 | 86.5% |
|
A soft robust model for optimization under ambiguity
Operations research 58 (4-part-2), 1220-1234, 2010 View Details |
2010 | 217 | 86.3% |
|
Optimization of multiclass queueing networks: Polyhedral and nonlinear characterizations of achievable performance
The Annals of Applied Probability 4 (1), 43-75, 1994 View Details |
1994 | 229 | 86.2% |
|
An analytics approach to designing combination chemotherapy regimens for cancer
Management Science 62 (5), 1511-1531, 2016 View Details |
2016 | 140 | 86.0% |
|
On the relation between option and stock prices: a convex optimization approach
Operations Research 50 (2), 358-374, 2002 View Details |
2002 | 262 | 86.0% |
|
Robust classification
INFORMS Journal on Optimization 1 (1), 2-34, 2019 View Details |
2019 | 96 | 86.0% |
|
Design of near optimal decision rules in multistage adaptive mixed-integer optimization
Operations Research 63 (3), 610-627, 2015 View Details |
2015 | 148 | 85.4% |
|
Learning sparse nonlinear dynamics via mixed-integer optimization
Nonlinear Dynamics 111 (7), 6585-6604, 2023 View Details |
2023 | 20 | 85.3% |
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Health information management: implications of artificial intelligence on healthcare data and information management
Yearbook of medical informatics 28 (01), 056-064, 2019 View Details |
2019 | 92 | 85.3% |
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Hurricane forecasting: A novel multimodal machine learning framework
Weather and Forecasting 37 (6), 817-831, 2022 View Details |
2022 | 33 | 84.6% |
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Development and validation of an optimized prediction of mortality for candidates awaiting liver transplantation
American Journal of Transplantation 19 (4), 1109-1118, 2019 View Details |
2019 | 88 | 84.6% |
|
A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave
Nature communications 12 (1), 5173, 2021 View Details |
2021 | 53 | 84.5% |
|
Simulation-based booking limits for airline revenue management
Operations Research 53 (1), 90-106, 2005 View Details |
2005 | 213 | 84.1% |
|
Sparse classification: a scalable discrete optimization perspective
Machine Learning 110, 3177-3209, 2021 View Details |
2021 | 51 | 83.9% |
|
Binary decision rules for multistage adaptive mixed-integer optimization
Mathematical Programming 167, 395-433, 2018 View Details |
2018 | 102 | 83.7% |
|
Hedging derivative securities and incomplete markets: An ϵ-arbitrage approach
Operations research 49 (3), 372-397, 2001 View Details |
2001 | 226 | 83.7% |
|
A hierarchy of near-optimal policies for multistage adaptive optimization
IEEE Transactions on Automatic Control 56 (12), 2809-2824, 2011 View Details |
2011 | 168 | 83.5% |
|
A unified approach to mixed-integer optimization problems with logical constraints
SIAM Journal on Optimization 31 (3), 2340-2367, 2021 View Details |
2021 | 49 | 83.2% |
|
An approximate dynamic programming approach to multidimensional knapsack problems
Management Science 48 (4), 550-565, 2002 View Details |
2002 | 214 | 83.0% |
|
Dynamic pricing: A learning approach
Mathematical and computational models for congestion charging, 45-79, 2006 View Details |
2006 | 189 | 83.0% |
|
Optimizing schools’ start time and bus routes
Proceedings of the National Academy of Sciences 116 (13), 5943-5948, 2019 View Details |
2019 | 78 | 82.6% |
|
Computational approaches to stochastic vehicle routing problems
Transportation science 29 (4), 342-352, 1995 View Details |
1995 | 176 | 82.5% |
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Stochastic and dynamic vehicle routing with general demand and interarrival time distributions
Advances in Applied Probability 25 (4), 947-978, 1993 View Details |
1993 | 162 | 82.3% |
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Further results on the probabilistic traveling salesman problem
European Journal of Operational Research 65 (1), 68-95, 1993 View Details |
1993 | 162 | 82.3% |
|
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
PloS one 15 (6), e0234908, 2020 View Details |
2020 | 65 | 82.3% |
|
Inverse optimization: A new perspective on the Black-Litterman model
Operations research 60 (6), 1389-1403, 2012 View Details |
2012 | 147 | 82.3% |
|
Fluid models of sequencing problems in open queueing networks; an optimal control approach
Institute for Mathematics and its Applications 71, 199, 1995 View Details |
1995 | 164 | 81.5% |
|
Classification and regression via integer optimization
Operations research 55 (2), 252-271, 2007 View Details |
2007 | 168 | 81.3% |
|
Logistic regression: From art to science
Statistical Science, 367-384, 2017 View Details |
2017 | 94 | 80.6% |
|
Travel time estimation in the age of big data
Operations Research 67 (2), 498-515, 2019 View Details |
2019 | 70 | 80.6% |
|
A simple and fast spectroscopy-based technique for Covid-19 diagnosis
Scientific reports 11 (1), 16740, 2021 View Details |
2021 | 42 | 80.3% |
|
Robust queueing theory
Operations Research 63 (3), 676-700, 2015 View Details |
2015 | 109 | 80.2% |
|
Optimal bidding in online auctions
Journal of Revenue and Pricing Management 8, 21-41, 2009 View Details |
2009 | 149 | 80.2% |
|
Robust optimization for unconstrained simulation-based problems
Operations research 58 (1), 161-178, 2010 View Details |
2010 | 149 | 80.1% |
|
Prescriptive analytics for human resource planning in the professional services industry
European Journal of Operational Research 272 (2), 636-641, 2019 View Details |
2019 | 68 | 80.0% |
|
Optimal survival trees
Machine Learning 111 (8), 2951-3023, 2022 View Details |
2022 | 25 | 79.6% |
|
When is time continuous?
Journal of Financial Economics 55 (2), 173-204, 2000 View Details |
2000 | 175 | 79.3% |
|
The air traffic flow management problem: An integer optimization approach
International Conference on Integer Programming and Combinatorial …, 2008 View Details |
2008 | 145 | 79.2% |
|
Locating discretionary service facilities, II: maximizing market size, minimizing inconvenience
Operations Research 43 (4), 623-632, 1995 View Details |
1995 | 139 | 78.8% |
|
Portfolio construction through mixed-integer programming at Grantham, Mayo, Van Otterloo and Company
Interfaces 29 (1), 49-66, 1999 View Details |
1999 | 160 | 78.7% |
|
Equitable and efficient coordination in traffic flow management
Transportation science 46 (2), 262-280, 2012 View Details |
2012 | 122 | 78.6% |
|
On central limit theorems in geometrical probability
The Annals of Applied Probability 3 (4), 1033-1046, 1993 View Details |
1993 | 128 | 78.5% |
|
Validation of the artificial intelligence-based predictive optimal trees in emergency surgery risk (POTTER) calculator in emergency general surgery and emergency laparotomy patients
Journal of the American College of Surgeons 232 (6), 912-919. e1, 2021 View Details |
2021 | 38 | 78.3% |
|
Duality in two-stage adaptive linear optimization: Faster computation and stronger bounds
INFORMS Journal on Computing 28 (3), 500-511, 2016 View Details |
2016 | 90 | 78.0% |
|
Machine learning for real-time heart disease prediction
IEEE Journal of Biomedical and Health Informatics 25 (9), 3627-3637, 2021 View Details |
2021 | 37 | 77.7% |
|
The power of optimization over randomization in designing experiments involving small samples
Operations Research 63 (4), 868-876, 2015 View Details |
2015 | 95 | 77.4% |
|
Robust optimization
Massachusetts Institute of Technology, 2004 View Details |
2004 | 146 | 76.9% |
|
Constrained stochastic LQC: a tractable approach
IEEE Transactions on automatic control 52 (10), 1826-1841, 2007 View Details |
2007 | 131 | 76.7% |
|
Depression and costs of health care
Psychosomatics 50 (4), 392-401, 2009 View Details |
2009 | 122 | 76.2% |
|
Machine learning in oncology: methods, applications, and challenges
JCO Clinical Cancer Informatics 4, 2020 View Details |
2020 | 48 | 76.2% |
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Moment problems and semidefinite optimization
Handbook of Semidefinite Programming: Theory, algorithms, and applications …, 2000 View Details |
2000 | 147 | 76.1% |
|
Optimal Selection of Airport Runway Configurations
INFORMS Annual Meeting, San Diego, CA, 2009 View Details |
2009 | 121 | 76.1% |
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A learning approach for interactive marketing to a customer segment
Operations Research 55 (6), 1120-1135, 2007 View Details |
2007 | 126 | 75.9% |
|
Trauma outcome predictor: an artificial intelligence interactive smartphone tool to predict outcomes in trauma patients
Journal of Trauma and Acute Care Surgery 91 (1), 93-99, 2021 View Details |
2021 | 34 | 75.8% |
|
Inventory management in the era of big data
Production and Operations Management 25 (12), 2006-2009, 2016 View Details |
2016 | 81 | 75.7% |
|
The distributional Little's law and its applications
Operations Research 43 (2), 298-310, 1995 View Details |
1995 | 115 | 75.4% |
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Nonconvex robust optimization for problems with constraints
INFORMS journal on computing 22 (1), 44-58, 2010 View Details |
2010 | 116 | 75.3% |
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Course scheduling under sudden scarcity: Applications to pandemic planning
Manufacturing & Service Operations Management 24 (2), 727-745, 2022 View Details |
2022 | 20 | 74.9% |
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Using artificial intelligence to find the optimal margin width in hepatectomy for colorectal cancer liver metastases
JAMA surgery 157 (8), e221819-e221819, 2022 View Details |
2022 | 20 | 74.9% |
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Mixed-projection conic optimization: A new paradigm for modeling rank constraints
Operations Research 70 (6), 3321-3344, 2022 View Details |
2022 | 20 | 74.9% |
|
The probabilistic minimum spanning tree problem
Networks 20 (3), 245-275, 1990 View Details |
1990 | 105 | 74.7% |
|
Robust product line design
Operations Research 65 (1), 19-37, 2017 View Details |
2017 | 71 | 74.6% |
|
Asymptotically optimal algorithms for job shop scheduling and packet routing
Journal of Algorithms 33 (2), 296-318, 1999 View Details |
1999 | 125 | 74.4% |
|
A data-driven approach to newsvendor problems
Working Papere, Massachusetts Institute of Technology 51, 2005 View Details |
2005 | 122 | 74.3% |
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Robust optimization with simulated annealing
Journal of Global Optimization 48, 323-334, 2010 View Details |
2010 | 110 | 74.2% |
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Performance of multiclass Markovian queueing networks via piecewise linear Lyapunov functions
Annals of Applied Probability, 1384-1428, 2001 View Details |
2001 | 128 | 74.1% |
|
Asymptotic buffer overflow probabilities in multiclass multiplexers: An optimal control approach
IEEE Transactions on Automatic Control 43 (3), 315-335, 1998 View Details |
1998 | 118 | 74.0% |
|
Models and algorithms for transient queueing congestion at airports
Management Science 41 (8), 1279-1295, 1995 View Details |
1995 | 107 | 74.0% |
|
Special issue papers: Dynamic pricing and inventory control for multiple products
Journal of Revenue and Pricing Management 3, 303-319, 2005 View Details |
2005 | 120 | 73.9% |
|
Validation of the AI-based Predictive OpTimal Trees in Emergency Surgery Risk (POTTER) calculator in patients 65 years and older
Annals of Surgery 277 (1), e8-e15, 2023 View Details |
2022 | 19 | 73.6% |
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On dependent randomized rounding algorithms
Operations Research Letters 24 (3), 105-114, 1999 View Details |
1999 | 119 | 73.5% |
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On the power of robust solutions in two-stage stochastic and adaptive optimization problems
Mathematics of Operations Research 35 (2), 284-305, 2010 View Details |
2010 | 106 | 73.4% |
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Data, Models, and Decisions: The Fundamentals of Management Science
Dynamic Ideas, 2004 View Details |
2004 | 122 | 73.4% |
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Computation of convex hull prices in electricity markets with non-convexities using dantzig-wolfe decomposition
IEEE Transactions on Power Systems 37 (4), 2578-2589, 2021 View Details |
2021 | 30 | 72.9% |
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Optimal control of execution costs for portfolios
Computing in Science & Engineering 1 (6), 40-53, 1999 View Details |
1999 | 109 | 72.0% |
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The minimum spanning tree constant in geometrical probability and under the independent model: a unified approach
The Annals of Applied Probability, 113-130, 1992 View Details |
1992 | 91 | 71.9% |
|
A hybrid approach to beam angle optimization in intensity-modulated radiation therapy
Computers & Operations Research 40 (9), 2187-2197, 2013 View Details |
2013 | 84 | 71.9% |
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A new perspective on low-rank optimization
Mathematical Programming, 1-46, 2023 View Details |
2023 | 10 | 71.4% |
|
Robust and adaptive network flows
Operations Research 61 (5), 1218-1242, 2013 View Details |
2013 | 82 | 71.3% |
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Robust option pricing
European Journal of Operational Research 239 (3), 842-853, 2014 View Details |
2014 | 77 | 71.0% |
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Imputation of clinical covariates in time series
Machine Learning 110, 185-248, 2021 View Details |
2021 | 28 | 71.0% |
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An analytic approach to a general class of G/G/s queueing systems
Operations Research 38 (1), 139-155, 1990 View Details |
1990 | 86 | 71.0% |
|
Semidefinite relaxations, multivariate normal distributions, and order statistics
Handbook of Combinatorial Optimization: Volume1–3, 1473-1491, 1998 View Details |
1998 | 100 | 70.9% |
|
The price of interpretability
arXiv preprint arXiv:1907.03419, 2019 View Details |
2019 | 45 | 70.5% |
|
Probabilistic service level guarantees in make-to-stock manufacturing systems
Operations Research 49 (1), 119-133, 2001 View Details |
2001 | 107 | 70.4% |
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Applied informatics decision support tool for mortality predictions in patients with cancer
JCO clinical cancer informatics 2, 1-11, 2018 View Details |
2018 | 53 | 70.2% |
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Joint frequency-setting and pricing optimization on multimodal transit networks at scale
Transportation Science 54 (3), 839-853, 2020 View Details |
2020 | 37 | 70.1% |
|
Adverse outcomes prediction for congenital heart surgery: a machine learning approach
World Journal for Pediatric and Congenital Heart Surgery 12 (4), 453-460, 2021 View Details |
2021 | 27 | 70.1% |
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A new algorithm for state-constrained separated continuous linear programs
SIAM Journal on control and optimization 37 (1), 177-210, 1998 View Details |
1998 | 95 | 69.8% |
|
Personalized treatment for coronary artery disease patients: a machine learning approach
Health care management science 23, 482-506, 2020 View Details |
2020 | 36 | 69.5% |
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Machine learning provides evidence that stroke risk is not linear: The non-linear Framingham stroke risk score
PloS one 15 (5), e0232414, 2020 View Details |
2020 | 36 | 69.5% |
|
A geometric characterization of the power of finite adaptability in multistage stochastic and adaptive optimization
Mathematics of Operations Research 36 (1), 24-54, 2011 View Details |
2011 | 84 | 69.4% |
|
Optimal design for multi-item auctions: A robust optimization approach
Mathematics of Operations Research 39 (4), 1012-1038, 2014 View Details |
2014 | 72 | 69.3% |
|
Stability conditions for multiclass fluid queueing networks
IEEE Transactions on Automatic Control 41 (11), 1618-1631, 1996 View Details |
1996 | 87 | 69.1% |
|
Traveling salesman facility location problems
Transportation science 23 (3), 184-191, 1989 View Details |
1989 | 76 | 69.1% |
|
Interpretable matrix completion: A discrete optimization approach
INFORMS Journal on Computing, 2023 View Details |
2023 | 9 | 68.7% |
|
Rounding algorithms for covering problems
Mathematical Programming 80, 63-89, 1998 View Details |
1998 | 90 | 68.7% |
|
Least quantile regression via modern optimization
View Details |
2014 | 70 | 68.6% |
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On the large deviations behavior of acyclic networks of queues
The Annals of Applied Probability 8 (4), 1027-1069, 1998 View Details |
1998 | 88 | 68.3% |
|
Certifiably optimal sparse principal component analysis
Mathematical Programming Computation 11, 381-420, 2019 View Details |
2019 | 41 | 68.1% |
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Balancing efficiency and fairness in liver transplant access: tradeoff curves for the assessment of organ distribution policies
Transplantation 104 (5), 981-987, 2020 View Details |
2020 | 34 | 68.0% |
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Transient laws of non-stationary queueing systems and their applications
Queueing systems 25, 115-155, 1997 View Details |
1997 | 85 | 67.9% |
|
Tight bounds on expected order statistics
Probability in the Engineering and Informational Sciences 20 (4), 667-686, 2006 View Details |
2006 | 87 | 67.7% |
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Learning mixed-integer convex optimization strategies for robot planning and control
2020 59th IEEE Conference on Decision and Control (CDC), 1698-1705, 2020 View Details |
2020 | 33 | 67.2% |
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The achievable region method in the optimal control of queueing systems; formulations, bounds and policies
Queueing systems 21, 337-389, 1995 View Details |
1995 | 75 | 66.9% |
|
On the power of randomization in network interdiction
Operations Research Letters 44 (1), 114-120, 2016 View Details |
2016 | 56 | 66.8% |
|
An asymptotic determination of the minimum spanning tree and minimum matching constants in geometrical probability
Operations Research Letters 9 (4), 223-231, 1990 View Details |
1990 | 67 | 66.0% |
|
Or forum—tenure analytics: Models for predicting research impact
Operations Research 63 (6), 1246-1261, 2015 View Details |
2015 | 59 | 66.0% |
|
Robust discrete optimization under ellipsoidal uncertainty sets
Manuscript, MIT 9, 2004 View Details |
2004 | 84 | 65.5% |
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A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization
Mathematical Programming 150 (2), 281-319, 2015 View Details |
2015 | 58 | 65.5% |
|
Robust and stochastic formulations for ambulance deployment and dispatch
European Journal of Operational Research 279 (2), 557-571, 2019 View Details |
2019 | 37 | 65.4% |
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Persistence in discrete optimization under data uncertainty
Mathematical programming 108, 251-274, 2006 View Details |
2006 | 78 | 65.2% |
|
Data-driven learning in dynamic pricing using adaptive optimization
Optimization Online 20, 2017 View Details |
2017 | 48 | 64.7% |
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Near-optimal nonlinear regression trees
Operations Research Letters 49 (2), 201-206, 2021 View Details |
2021 | 22 | 64.7% |
|
Sparse convex regression
INFORMS Journal on Computing 33 (1), 262-279, 2021 View Details |
2021 | 22 | 64.7% |
|
Large deviations analysis of the generalized processor sharing policy
Queueing Systems 32, 319-349, 1999 View Details |
1999 | 75 | 64.3% |
|
Solving asymmetric variational inequalities via convex optimization
Operations Research Letters 34 (5), 481-490, 2006 View Details |
2006 | 75 | 64.3% |
|
The analytics edge
Dynamic Ideas LLC, 2016 View Details |
2016 | 50 | 63.8% |
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Comparison of machine learning optimal classification trees with the pediatric emergency care applied research network head trauma decision rules
JAMA pediatrics 173 (7), 648-656, 2019 View Details |
2019 | 35 | 63.8% |
|
From predictions to prescriptions in multistage optimization problems
arXiv preprint arXiv:1904.11637, 2019 View Details |
2019 | 35 | 63.8% |
|
Certifiably optimal low rank factor analysis
The Journal of Machine Learning Research 18 (1), 907-959, 2017 View Details |
2017 | 46 | 63.6% |
|
A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems
European Journal of Operational Research 263 (2), 664-678, 2017 View Details |
2017 | 46 | 63.6% |
|
The trimmed lasso: Sparsity and robustness
arXiv preprint arXiv:1708.04527, 2017 View Details |
2017 | 46 | 63.6% |
|
The backbone method for ultra-high dimensional sparse machine learning
Machine Learning 111 (6), 2161-2212, 2022 View Details |
2022 | 13 | 63.4% |
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National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021
Communications Medicine 2 (1), 136, 2022 View Details |
2022 | 13 | 63.4% |
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Ethics-by-design: efficient, fair and inclusive resource allocation using machine learning
Journal of Law and the Biosciences 9 (1), lsac012, 2022 View Details |
2022 | 13 | 63.4% |
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On the performance of affine policies for two-stage adaptive optimization: a geometric perspective
Mathematical Programming 153 (2), 577-594, 2015 View Details |
2015 | 51 | 62.1% |
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Deducing queueing from transactional data: the queue inference engine, revisited
Operations Research 40 (3-supplement-2), S217-S228, 1992 View Details |
1992 | 54 | 61.2% |
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Dynamic resource allocation: A flexible and tractable modeling framework
European Journal of Operational Research 236 (1), 14-26, 2014 View Details |
2014 | 52 | 61.0% |
|
Scalable holistic linear regression
Operations Research Letters 48 (3), 203-208, 2020 View Details |
2020 | 26 | 60.7% |
|
Revealing rival marginal offer prices via inverse optimization
IEEE Transactions on Power Systems 28 (3), 3056-3064, 2013 View Details |
2013 | 53 | 60.6% |
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Transient and busy period analysis of theGI/G/1 queue: The method of stages
Queueing Systems 10, 153-184, 1992 View Details |
1992 | 51 | 60.0% |
|
From valid inequalities to heuristics: A unified view of primal-dual approximation algorithms in covering problems
Operations Research 46 (4), 503-514, 1998 View Details |
1998 | 58 | 59.9% |
|
Unified optimization of traffic flows through airports
Transportation Science 50 (1), 77-93, 2016 View Details |
2016 | 43 | 59.7% |
|
Optimal routes for electric vehicles facing uncertainty, congestion, and energy constraints
Massachusetts Institute of Technology, 2013 View Details |
2013 | 51 | 59.6% |
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Probabilistic analysis of the Held and Karp lower bound for the Euclidean traveling salesman problem
Mathematics of operations research 16 (1), 72-89, 1991 View Details |
1991 | 47 | 59.3% |
|
From fluid relaxations to practical algorithms for job shop scheduling: the makespan objective
Mathematical Programming 92, 61-102, 2002 View Details |
2002 | 58 | 57.9% |
|
Decomposable markov decision processes: A fluid optimization approach
Operations Research 64 (6), 1537-1555, 2016 View Details |
2016 | 40 | 57.7% |
|
An integer optimization approach to associative classification
Advances in neural information processing systems, 269-277, 2012 View Details |
2012 | 50 | 57.6% |
|
An exact FCFS waiting time analysis for a general class of G/G/s queueing systems
Queueing Systems 3, 305-320, 1988 View Details |
1988 | 44 | 57.5% |
|
Selecting children with vesicoureteral reflux who are most likely to benefit from antibiotic prophylaxis: application of machine learning to RIVUR
The Journal of Urology 205 (4), 1170-1179, 2021 View Details |
2021 | 17 | 57.3% |
|
Robust convex optimization: A new perspective that unifies and extends
Mathematical Programming 200 (2), 877-918, 2023 View Details |
2023 | 6 | 57.1% |
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Branching bandits and Klimov's problem: Achievable region and side constraints
IEEE Transactions on Automatic Control 40 (12), 2063-2075, 1995 View Details |
1995 | 46 | 56.7% |
|
A new algebraic geometry algorithm for integer programming
Management Science 46 (7), 999-1008, 2000 View Details |
2000 | 55 | 56.7% |
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From fluid relaxations to practical algorithms for high-multiplicity job-shop scheduling: The holding cost objective
Operations Research 51 (5), 798-813, 2003 View Details |
2003 | 55 | 56.7% |
|
Optimal healthcare decision making under multiple mathematical models: application in prostate cancer screening
Health care management science 21, 105-118, 2018 View Details |
2018 | 31 | 56.1% |
|
Performance analysis of queueing networks via robust optimization
Operations research 59 (2), 455-466, 2011 View Details |
2011 | 48 | 55.9% |
|
Probabilistic guarantees in robust optimization
SIAM Journal on Optimization 31 (4), 2893-2920, 2021 View Details |
2021 | 16 | 55.5% |
|
Benchmarking in Congenital Heart Surgery Using Machine Learning-Derived Optimal Classification Trees
World Journal for Pediatric and Congenital Heart Surgery 13 (1), 23-35, 2022 View Details |
2022 | 10 | 55.5% |
|
An exact and interpretable solution to wordle
Preprint, submitted September 20, 2022 View Details |
2022 | 10 | 55.5% |
|
Validation of the artificial intelligence–based trauma outcomes predictor (TOP) in patients 65 years and older
Surgery 171 (6), 1687-1694, 2022 View Details |
2022 | 10 | 55.5% |
|
Robust and data-driven approaches to call centers
European Journal of Operational Research 207 (2), 1072-1085, 2010 View Details |
2010 | 48 | 55.4% |
|
On the approximability of adjustable robust convex optimization under uncertainty
Mathematical Methods of Operations Research 77, 323-343, 2013 View Details |
2013 | 42 | 54.6% |
|
Robust maximum likelihood estimation
INFORMS Journal on Computing 31 (3), 445-458, 2019 View Details |
2019 | 25 | 54.4% |
|
Learning preferences under noise and loss aversion: An optimization approach
Operations Research 61 (5), 1190-1199, 2013 View Details |
2013 | 41 | 54.1% |
|
Data-driven transit network design at scale
Operations Research 69 (4), 1118-1133, 2021 View Details |
2021 | 15 | 53.5% |
|
Decomposition algorithms for analyzing transient phenomena in multiclass queueing networks in air transportation
Operations Research 43 (6), 995-1011, 1995 View Details |
1995 | 39 | 53.4% |
|
Accept or decline? An analytics-based decision tool for kidney offer evaluation
Transplantation 101 (12), 2898-2904, 2017 View Details |
2017 | 31 | 53.1% |
|
Robust optimization in electromagnetic scattering problems
Journal of Applied Physics 101 (7), 2007 View Details |
2007 | 44 | 52.6% |
|
Dynamic classification of online customers
Proceedings of the 2003 SIAM international conference on data mining, 107-118, 2003 View Details |
2003 | 44 | 52.4% |
|
The dynamic traveling repairman problem
Sloan School of Management, Massachusetts Institute of Technology, 1989 View Details |
1989 | 33 | 52.4% |
|
Machine learning models for mitral valve replacement: A comparative analysis with the Society of Thoracic Surgeons risk score
Journal of Cardiac Surgery 37 (1), 18-28, 2022 View Details |
2022 | 9 | 52.3% |
|
Adaptability via sampling
2007 46th IEEE Conference on Decision and Control, 4717-4722, 2007 View Details |
2007 | 43 | 52.1% |
|
Short-term forecasting of COVID-19 in Germany and Poland during the second wave–a preregistered study
medRxiv, 2020.12. 24.20248826, 2020 View Details |
2020 | 19 | 51.8% |
|
A critical survey of optimization models for tactical and strategic aspects of air traffic flow management
View Details |
1997 | 39 | 51.8% |
|
Hospital-wide inpatient flow optimization
Management Science, 2023 View Details |
2023 | 5 | 51.6% |
|
Optimization over continuous and multi-dimensional decisions with observational data
Advances in neural information processing systems 31, 2018 View Details |
2018 | 26 | 51.2% |
|
A semidefinite optimization approach to the steady-state analysis of queueing systems
Queueing Systems 56, 27-39, 2007 View Details |
2007 | 40 | 50.5% |
|
Robust transient analysis of multi-server queueing systems and feed-forward networks
Queueing Systems 89, 351-413, 2018 View Details |
2018 | 25 | 50.1% |
|
On the steady-state solution of the M/C 2 (a, b)/s queueing system
Transportation science 22 (2), 125-138, 1988 View Details |
1988 | 30 | 50.1% |
|
Prediction of cervical spine injury in young pediatric patients: an optimal trees artificial intelligence approach
Journal of pediatric surgery 54 (11), 2353-2357, 2019 View Details |
2019 | 21 | 49.7% |
|
Scheduling, revenue management, and fairness in an academic-hospital radiology division
Academic radiology 21 (10), 1322-1330, 2014 View Details |
2014 | 33 | 49.4% |
|
A technique for speeding up the solution of the Lagrangean dual
Mathematical Programming 63, 23-45, 1994 View Details |
1994 | 30 | 48.2% |
|
Multistage lot sizing problems via randomized rounding
Operations Research 49 (4), 599-608, 2001 View Details |
2001 | 33 | 47.7% |
|
Bounds on linear PDEs via semidefinite optimization
Mathematical programming 108, 135-158, 2006 View Details |
2006 | 34 | 47.4% |
|
Robust fluid processing networks
IEEE Transactions on Automatic Control 60 (3), 715-728, 2014 View Details |
2014 | 30 | 47.2% |
|
Certifiably optimal sparse inverse covariance estimation
Mathematical Programming 184 (1-2), 491-530, 2020 View Details |
2020 | 16 | 46.9% |
|
An analysis of the guaranteed withdrawal benefits for life option
Available at SSRN 1312727, 2008 View Details |
2008 | 32 | 46.3% |
|
Multiclass queueing systems in heavy traffic: an asymptotic approach based on distributional and conservation laws
Operations Research 45 (3), 470-487, 1997 View Details |
1997 | 28 | 45.8% |
|
Automated dynamic resource allocation for wildfire suppression
Lincoln Laboratory Journal 22 (2), 38-59, 2017 View Details |
2017 | 23 | 45.4% |
|
On the worst case complexity of potential reduction algorithms for linear programming
Mathematical Programming 77, 321-333, 1997 View Details |
1997 | 27 | 45.2% |
|
Bus routing optimization helps Boston public schools design better policies
INFORMS Journal on Applied Analytics 50 (1), 37-49, 2020 View Details |
2020 | 15 | 45.1% |
|
Global optimization via optimal decision trees
Journal of Global Optimization, 1-41, 2023 View Details |
2023 | 4 | 44.5% |
|
A prescriptive machine learning approach to mixed-integer convex optimization
INFORMS Journal on Computing 35 (6), 1225-1241, 2023 View Details |
2023 | 4 | 44.5% |
|
Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach
Journal of Machine Learning Research 24, 1-51, 2023 View Details |
2023 | 4 | 44.5% |
|
Pareto Adaptive Robust Optimality via a Fourier–Motzkin Elimination lens
Mathematical Programming, 1-54, 2023 View Details |
2023 | 4 | 44.5% |
|
Global Flood Prediction: a Multimodal Machine Learning Approach
arXiv preprint arXiv:2301.12548, 2023 View Details |
2023 | 4 | 44.5% |
|
Robust chirped mirrors
Applied optics 47 (14), 2630-2636, 2008 View Details |
2008 | 29 | 44.4% |
|
A robust optimization approach to finance
Massachusetts Institute of Technology, 2002 View Details |
2002 | 28 | 44.3% |
|
Prediction of neutropenic events in chemotherapy patients: A machine learning approach
JCO Clinical Cancer Informatics 5, 904-911, 2021 View Details |
2021 | 11 | 44.2% |
|
Optimization of polling systems and dynamic vehicle routing problems on networks
Massachusetts Institute of Technology, Operations Research Center, 1993 View Details |
1993 | 22 | 44.0% |
|
Clinical benefit, toxicity and cost of metastatic breast cancer therapies: systematic review and meta-analysis
Breast cancer research and treatment 176, 535-543, 2019 View Details |
2019 | 17 | 44.0% |
|
Analysis of the stationary Ek/C2/s queueing system
European Journal of Operational Research 37 (2), 272-287, 1988 View Details |
1988 | 21 | 43.6% |
|
Robust conic optimization
Under review in Math. Prog, 2004 View Details |
2004 | 28 | 43.5% |
|
Improving air traffic management during thunderstorms
24th digital avionics systems conference 1, 3. D. 2-31, 2005 View Details |
2005 | 27 | 43.4% |
|
Targeted workup after initial febrile urinary tract infection: using a novel machine learning model to identify children most likely to benefit from voiding cystourethrogram
The Journal of Urology 202 (1), 144-152, 2019 View Details |
2019 | 16 | 42.5% |
|
Advances in robust and adaptive optimization: algorithms, software, and insights
Massachusetts Institute of Technology, 2016 View Details |
2016 | 22 | 42.2% |
|
Multistage air traffic flow management under capacity uncertainty: a robust and adaptive optimization approach
AGIFORS-International Federation of Operational Research Societies, 2011 View Details |
2011 | 25 | 41.6% |
|
On polyhedral and second-order cone decompositions of semidefinite optimization problems
Operations Research Letters 48 (1), 78-85, 2020 View Details |
2020 | 13 | 41.3% |
|
Estimation of time-varying parameters in statistical models: an optimization approach
Proceedings of the tenth annual conference on Computational learning theory …, 1997 View Details |
1997 | 21 | 40.8% |
|
Covariate-adaptive optimization in online clinical trials
Operations Research 67 (4), 1150-1161, 2019 View Details |
2019 | 15 | 40.8% |
|
The airlift planning problem
Transportation Science 53 (3), 773-795, 2019 View Details |
2019 | 15 | 40.8% |
|
Nonlinear formulations and improved randomized approximation algorithms for multicut problems
Integer Programming and Combinatorial Optimization: 4th International IPCO …, 1995 View Details |
1995 | 19 | 40.3% |
|
A unified method to analyze overtake free queueing systems
Advances in applied probability 28 (2), 588-625, 1996 View Details |
1996 | 19 | 40.2% |
|
Toward global food security: Transforming OCP through analytics
Informs Journal on Applied Analytics 52 (1), 90-107, 2022 View Details |
2022 | 6 | 39.9% |
|
Distributionally robust causal inference with observational data
arXiv preprint arXiv:2210.08326, 2022 View Details |
2022 | 6 | 39.9% |
|
Decomposition results for general polling systems and their applications
Queueing Systems 31, 295-316, 1999 View Details |
1999 | 20 | 39.2% |
|
Robust nonconvex optimization for simulation-based problems
Operations Research, 2007 View Details |
2007 | 22 | 39.2% |
|
Prescriptive analytics for reducing 30-day hospital readmissions after general surgery
PloS one 15 (9), e0238118, 2020 View Details |
2020 | 12 | 39.2% |
|
Transient and busy period analysis of the GIG/1 Queue as a Hilbert factorization problem
Journal of applied probability 28 (4), 873-885, 1991 View Details |
1991 | 17 | 39.1% |
|
Applications of optimization in probability, finance and revenue management
Massachusetts Institute of Technology, 1999 View Details |
1999 | 19 | 38.4% |
|
Personalized prescription of ACEI/ARBs for hypertensive COVID-19 patients
Health Care Management Science 24, 339-355, 2021 View Details |
2021 | 9 | 38.3% |
|
Prediction with missing data
stat 1050, 7, 2021 View Details |
2021 | 9 | 38.3% |
|
Predictive and prescriptive methods in operations research and machine learning: an optimization approach
Massachusetts Institute of Technology, 2019 View Details |
2019 | 13 | 37.4% |
|
Identifying exceptional responders in randomized trials: An optimization approach
Informs Journal on Optimization 1 (3), 187-199, 2019 View Details |
2019 | 13 | 37.4% |
|
Optimization-based regimen method and system for personalized diabetes and diet management
US Patent App. 13/587,093, 2014 View Details |
2014 | 19 | 37.0% |
|
Fast exact matrix completion: A unified optimization framework for matrix completion
The Journal of Machine Learning Research 21 (1), 9399-9441, 2020 View Details |
2020 | 11 | 36.9% |
|
The rise and fall of the model for end-stage liver disease score and the need for an optimized machine learning approach for liver allocation
Current opinion in organ transplantation 25 (2), 122-125, 2020 View Details |
2020 | 11 | 36.9% |
|
Data-driven approach to health care: applications using claims data
Massachusetts Institute of Technology, 2008 View Details |
2008 | 19 | 36.7% |
|
The departure process from a
GI/G 1, 245-91, 1990 View Details |
1990 | 14 | 36.4% |
|
An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems
Optimization Methods and Software 28 (3), 424-441, 2013 View Details |
2013 | 18 | 35.6% |
|
Data, models and decisions for large-scale stochastic optimization problems
Massachusetts Institute of Technology, 2016 View Details |
2016 | 16 | 35.3% |
|
Policy Analytics in Public School Operations
Operations Research 71 (1), 289-313, 2023 View Details |
2023 | 3 | 35.0% |
|
Sparse PCA: A geometric approach
Journal of Machine Learning Research 24 (32), 1-33, 2023 View Details |
2023 | 3 | 35.0% |
|
Airline yield management in a dynamic network environment
Massachusetts Institute of Technology, 1995 View Details |
1995 | 14 | 35.0% |
|
A comparison of Monte Carlo tree search and mathematical optimization for large scale dynamic resource allocation
arXiv preprint arXiv:1405.5498, 2014 View Details |
2014 | 17 | 34.9% |
|
Analysis of LP relaxations for multiway and multicut problems
Networks: An International Journal 34 (2), 102-114, 1999 View Details |
1999 | 15 | 34.7% |
|
Prescriptive machine learning for public policy: The case of immigration enforcement
Under review, 2022 View Details |
2022 | 5 | 34.6% |
|
Data-driven Interpretable Policy Construction for Personalized Mobile Health
2022 IEEE International Conference on Digital Health (ICDH), 13-22, 2022 View Details |
2022 | 5 | 34.6% |
|
Stable regression: On the power of optimization over randomization in training regression problems
The Journal of Machine Learning Research 21 (1), 9374-9398, 2020 View Details |
2020 | 10 | 34.6% |
|
The parsimonious property of cut covering problems and its applications
Operations Research Letters 21 (3), 123-132, 1997 View Details |
1997 | 14 | 34.1% |
|
Joint network pricing and resource allocation
Technical report, 2002 View Details |
2002 | 15 | 34.1% |
|
A scalable algorithm for two-stage adaptive linear optimization
arXiv preprint arXiv:1807.02812, 2018 View Details |
2018 | 13 | 34.0% |
|
Scalable robust and adaptive inventory routing
Optim. Online, 1-29, 2016 View Details |
2016 | 15 | 33.9% |
|
Dynamic slot allocation with airline participation
Massachusetts Institute of Technology, 1995 View Details |
1995 | 13 | 33.7% |
|
Relations between the prearrival and postdeparture state probabilities and the fcfs waiting time distribution in the Ek/G/s queue
Naval Research Logistics (NRL) 37 (1), 135-149, 1990 View Details |
1990 | 11 | 32.4% |
|
A robust optimization approach to deep learning
arXiv preprint arXiv:2112.09279, 2021 View Details |
2021 | 7 | 31.6% |
|
Bounds and policies for dynamic routing in loss networks
Operations research 47 (3), 379-394, 1999 View Details |
1999 | 12 | 31.2% |
|
Regression and classification using optimal decision trees
2017 IEEE MIT undergraduate research technology conference (URTC), 1-4, 2017 View Details |
2017 | 12 | 30.8% |
|
System-level optimization in wireless networks: managing interference and uncertainty via robust optimization
IEEE/ACM Transactions on Networking 20 (2), 339-352, 2012 View Details |
2012 | 14 | 30.8% |
|
Applications of robust optimization to queueing and inventory systems
Massachusetts Institute of Technology, 2011 View Details |
2011 | 13 | 30.2% |
|
A new local search algorithm for binary optimization
INFORMS Journal on Computing 25 (2), 208-221, 2013 View Details |
2013 | 13 | 29.8% |
|
Computation of exact bootstrap confidence intervals: Complexity and deterministic algorithms
Operations Research 68 (3), 949-964, 2020 View Details |
2020 | 8 | 29.5% |
|
From physical properties of transportation flows to demand estimation: An optimization approach
Transportation Science 52 (4), 1002-1011, 2018 View Details |
2018 | 10 | 28.8% |
|
A robust optimization approach to statistical estimation problems by Apostolos G. Fertis.
Massachusetts Institute of Technology, 2009 View Details |
2009 | 11 | 28.6% |
|
Introduction to the special issue on business analytics
Management Science 60 (6), 1351-1351, 2014 View Details |
2014 | 12 | 28.6% |
|
Improving quality in cardiothoracic surgery: Exploiting the untapped potential of machine learning
The Annals of Thoracic Surgery 114 (6), 1995-2000, 2022 View Details |
2022 | 4 | 28.3% |
|
Stable classification
The Journal of Machine Learning Research 23 (1), 13401-13453, 2022 View Details |
2022 | 4 | 28.3% |
|
POTTER-ICU: An artificial intelligence smartphone-accessible tool to predict the need for intensive care after emergency surgery
Surgery 172 (1), 470-475, 2022 View Details |
2022 | 4 | 28.3% |
|
Evaluation of individual and E NSEMBLE probabilistic forecasts of COVID-19 mortality in the US
medRxiv, 2021 View Details |
2021 | 6 | 27.9% |
|
Toward an Optimized Staging System for Pancreatic Ductal Adenocarcinoma: A Clinically Interpretable, Artificial Intelligence–Based Model
JCO Clinical Cancer Informatics 5, 1220-1231, 2021 View Details |
2021 | 6 | 27.9% |
|
Pricing algorithmic insurance
arXiv preprint arXiv:2106.00839, 2021 View Details |
2021 | 6 | 27.9% |
|
Slowly varying regression under sparsity
arXiv preprint arXiv:2102.10773, 2021 View Details |
2021 | 6 | 27.9% |
|
Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach
Computational Optimization and Applications 62, 613-639, 2015 View Details |
2015 | 11 | 27.4% |
|
Learning a mixture of gaussians via mixed-integer optimization
INFORMS Journal on Optimization 1 (3), 221-240, 2019 View Details |
2019 | 8 | 27.1% |
|
An aggregated dataset of clinical outcomes for covid-19 patients. 2020
URL: http://www. covidanalytics. io/dataset documentation, 2020 View Details |
2020 | 7 | 26.6% |
|
Relative robust and adaptive optimization
INFORMS Journal on Computing 32 (2), 408-427, 2020 View Details |
2020 | 7 | 26.6% |
|
Approximating integrals of multivariate exponentials: A moment approach
Operations research letters 36 (2), 205-210, 2008 View Details |
2008 | 9 | 25.6% |
|
Decomposition methods for large scale stochastic and robust optimization problems
Massachusetts Institute of Technology, 2011 View Details |
2011 | 9 | 24.9% |
|
Optimization of queueing networks: an optimal control appraoch
Massachusetts Institute of Technology, 1995 View Details |
1995 | 7 | 23.9% |
|
The price of diversity
arXiv preprint arXiv:2107.03900, 2021 View Details |
2021 | 5 | 23.8% |
|
Beyond impute-then-regress: Adapting prediction to missing data
arXiv preprint arXiv:2104.03158, 2021 View Details |
2021 | 5 | 23.8% |
|
Stochastic optimization in supply chain networks: averaging robust solutions
Optimization Letters 14 (4), 839-855, 2020 View Details |
2020 | 6 | 23.5% |
|
Semidefinite relaxations, multivariate normal distributions, and order statistics
Working Paper, Department of Management Science, The University of Iowa, 1997 View Details |
1997 | 7 | 23.4% |
|
A discrete optimization approach to supervised ranking
Proceedings of the 5th INFORMS workshop on data mining and health …, 2010 View Details |
2010 | 8 | 23.2% |
|
Integer optimization methods for machine learning
Massachusetts Institute of Technology, 2012 View Details |
2012 | 8 | 22.6% |
|
Data-driven models for uncertainty and behavior
Massachusetts Institute of Technology, 2014 View Details |
2014 | 8 | 22.5% |
|
On the equivalence of robust optimization and regularization in statistics
Submitted to Operations Research, 2009 View Details |
2009 | 7 | 22.4% |
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Machine learning for problems with missing and uncertain data with applications to personalized medicine
Massachusetts Institute of Technology, 2019 View Details |
2019 | 6 | 22.0% |
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Patient Outcome Predictions Improve Operations at a Large Hospital Network
arXiv preprint arXiv:2305.15629, 2023 View Details |
2023 | 2 | 21.8% |
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TabText: A Flexible and Contextual Approach to Tabular Data Representation
Jul, 2023 View Details |
2023 | 2 | 21.8% |
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Accelerating Vaccine Innovation for Emerging Infectious Diseases via Parallel Discovery
Entrepreneurship and Innovation Policy and the Economy 2 (1), 9-39, 2023 View Details |
2023 | 2 | 21.8% |
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Optimal Low-Rank Matrix Completion: Semidefinite Relaxations and Eigenvector Disjunctions
arXiv preprint arXiv:2305.12292, 2023 View Details |
2023 | 2 | 21.8% |
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Improved randomized approximation algorithms for lot-sizing problems
International Conference on Integer Programming and Combinatorial …, 1996 View Details |
1996 | 6 | 21.7% |
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Multiperiod portfolio optimization in the presence of transaction costs
Massachusetts Institute of Technology, 1998 View Details |
1998 | 6 | 21.2% |
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Machine Learning Reimagined: The Promise of Interpretability to Combat Bias
Annals of Surgery 275 (6), e738-e739, 2022 View Details |
2022 | 3 | 21.0% |
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Option pricing without price dynamics: a probabilistic approach
arXiv preprint math/0612075, 2006 View Details |
2006 | 6 | 20.7% |
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Moment problems via semidefinite programming: Applications in probability and finance
INSEAD, 2000 View Details |
2000 | 6 | 20.6% |
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Novel target discovery of existing therapies: Path to personalized cancer therapy
Informs Journal on Optimization 2 (1), 1-13, 2020 View Details |
2020 | 5 | 20.1% |
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Tensor completion with noisy side information for the predcition of anti-cancer drug response
Submitted, 2019 View Details |
2019 | 5 | 19.1% |
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Van Ryzin and Sloan School of Management
An asymptotic determination of the minimum spanning tree and minimum …, 2003 View Details |
2003 | 5 | 18.5% |
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Applications of semidefinite optimization in stochastic project scheduling
View Details |
2002 | 5 | 18.4% |
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Greedy, randomized and approximate dynamic programming algorithms for facility location problems
View Details |
1998 | 5 | 18.3% |
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Multistage finite adaptability: Application to air traffic control
Working Paper, Massachusetts Institute of Technology, 2006 View Details |
2006 | 5 | 18.2% |
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Option pricing without price dynamics: a geometric approach
Operations Research Center, MIT, working paper, 2004 View Details |
2004 | 5 | 18.2% |
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Multitarget tracking via mixed integer optimization
IEEE Transactions on Automatic Control 63 (11), 3627-3642, 2018 View Details |
2018 | 5 | 17.8% |
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Network information theory via robust optimization
View Details |
2012 | 5 | 16.7% |
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Airport operations optimization
US Patent App. 13/176,033, 2013 View Details |
2013 | 5 | 16.6% |
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Personalized diabetes management: A robust optimization approach
Submitted, 2013 View Details |
2013 | 5 | 16.6% |
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The edge of optimization in large-scale vehicle routing for paratransit
Tech. rept. https://dbertsim. mit. edu/pdfs/papers/2020-yan-transporation …, 2020 View Details |
2020 | 4 | 16.6% |
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a Beccara
L., Canino, R., Dal Bello, M., Pezzetti, F., Pan, A., & Hellenic COVID-19 …, 2020 View Details |
2020 | 4 | 16.6% |
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Sparse hierarchical regression with polynomials
Machine Learning 109 (5), 973-997, 2020 View Details |
2020 | 4 | 16.6% |
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Distributionally robust control and optimization
ETH Zurich, 2015 View Details |
2015 | 5 | 16.5% |
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An analytics approach to hypertension treatment
Massachusetts Institute of Technology, 2014 View Details |
2014 | 5 | 16.4% |
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Robust and adaptive optimization: a tractable approach to optimization under uncertainty
NSF/CMMI/OR 0556106, 2005 View Details |
2005 | 4 | 15.7% |
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No-arbitrage bounds on american put options with a single maturity
Massachusetts Institute of Technology, 2006 View Details |
2006 | 4 | 15.6% |
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Integer optimization in data mining
Massachusetts Institute of Technology, 2003 View Details |
2003 | 4 | 15.5% |
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Finance without price dynamics
Massachusetts Institute of Technology, 2003 View Details |
2003 | 4 | 15.5% |
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A scalable algorithm for sparse and robust portfolios
arXiv 2018, 2018 View Details |
2018 | 4 | 14.8% |
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Robust communication via decentralized processing with unreliable backhaul links
SIAM Rev 53 (3), 464-501, 2011 View Details |
2011 | 4 | 14.5% |
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Patterns of heart attacks
Massachusetts Institute of Technology, 2010 View Details |
2010 | 4 | 14.5% |
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Sparse classification and phase transitions: A discrete optimization perspective. arXiv preprint arXiv: 171001352
View Details |
2017 | 4 | 14.5% |
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Frequency estimation in data streams: Learning the optimal hashing scheme
IEEE Transactions on Knowledge and Data Engineering, 2021 View Details |
2021 | 3 | 14.3% |
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Personalized diabetes management
Massachusetts Institute of Technology, 2013 View Details |
2013 | 4 | 14.1% |
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Call for papers—special issue of management science: business analytics: submission deadline: September 16, 2012 expected publication date: first quarter 2014
Management Science 58 (7), 1422-1422, 2012 View Details |
2012 | 4 | 14.1% |
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Ordered rules for classification: A discrete optimization approach to associative classification
Poster in Proceesings of Neural Information Processing Systems Foundations …, 2012 View Details |
2012 | 4 | 14.1% |
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On the power of nature in robust discrete optimization
preparation, 2012 View Details |
2012 | 4 | 14.1% |
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Length-of-stay and mortality prediction for a major hospital through interpretable machine learning
View Details |
2020 | 3 | 12.4% |
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Optimizing influenza vaccine composition: From predictions to prescriptions
Machine Learning for Healthcare Conference, 121-142, 2020 View Details |
2020 | 3 | 12.4% |
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Novel mixed integer optimization sparse regression approach in chemometrics
Analytica Chimica Acta 1137, 115-124, 2020 View Details |
2020 | 3 | 12.4% |
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The K-server problem via a modern optimization lens
European Journal of Operational Research 276 (1), 65-78, 2019 View Details |
2019 | 3 | 12.2% |
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Solving linear partial differential equations via semidefinite optimization
Massachusetts Institute of Technology, 2001 View Details |
2001 | 3 | 12.1% |
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Sparse regression over clusters: SparClur
Optimization Letters, 1-16, 2022 View Details |
2022 | 2 | 12.1% |
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Ensemble machine learning for personalized antihypertensive treatment
Naval Research Logistics (NRL) 69 (5), 669-688, 2022 View Details |
2022 | 2 | 12.1% |
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World-class interpretable poker
Machine Learning 111 (8), 3063-3083, 2022 View Details |
2022 | 2 | 12.1% |
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Multivariate exponential integral approximations: a moment approach
Technical Report, Operations Research Center, MIT, 2006 View Details |
2006 | 3 | 12.0% |
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A Critical Review of Optimization Models and Their Potential Application to the European Air Traffic Flow Management System
prepared for the NOAA Project of the European Commission (unpublished), 1996 View Details |
1996 | 3 | 11.9% |
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Optimal control of fluid tandem networks
Manuscript in preparation, 2002 View Details |
2002 | 3 | 11.9% |
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Geometry, moments, and semidefinite optimization
Proceedings of the 15th International Symposium on MTNS, 2002 View Details |
2002 | 3 | 11.9% |
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On a characterization of the minimum assignment and matching in the independent random model.
IPCO, 161-169, 1993 View Details |
1993 | 3 | 11.7% |
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Optimal control of queueing networks: A singular pertubation approach
9th INFORMS Applied Probability Conference, 1997 View Details |
1997 | 3 | 11.7% |
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Moment problems via semidefinite programming: Applications in probability and finance
Preprint, 2000 View Details |
2000 | 3 | 11.5% |
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Scheduling multiclass queueing networks and job shops using fluid and semidefinite relaxations
Massachusetts Institute of Technology, 1999 View Details |
1999 | 3 | 11.5% |
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Quality of care and drug surveillance: A data-driven perspective
Massachusetts Institute of Technology, 2008 View Details |
2008 | 3 | 11.5% |
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On the equivalence between robust optimization and regularization in statistics
Oper. Res, 2008 View Details |
2008 | 3 | 11.5% |
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Empirical comparison of robust, data driven and stochastic optimization
Massachusetts Institute of Technology, 2008 View Details |
2008 | 3 | 11.5% |
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Optimal data fitting: a moment approach
Research report, Sloan School of Management, MIT, Boston, MA, 2007 View Details |
2007 | 3 | 11.4% |
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How much cash should a bank maintain?: an optimization approach
Massachusetts Institute of Technology, 1991 View Details |
1991 | 3 | 11.4% |
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Transient and Busy Period Analysis of the GI/G/1 Queue: Solution as a Hilbert Problem
Journal of Applied Probability 28, 873-85, 1991 View Details |
1991 | 3 | 11.4% |
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Measuring quality in diabetes care: an expert-based statistical approach
SpringerPlus 2 (1), 1-10, 2013 View Details |
2013 | 3 | 10.9% |
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Essays on decision making under uncertainty
Massachusetts Institute of Technology, 2021 View Details |
2021 | 2 | 8.2% |
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Time series that are robust to regime changes
J. Mach. Learn. Res 21, 1-31, 2020 View Details |
2020 | 2 | 7.3% |
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Orfanoudaki Agni, Stellato Bartolomeo, Wiberg Holly, Gonzalez-Garcia Sara, Parra-Calderon Carlos Luis, Robinson Kenneth, Schneider Michelle, et al
Covid-19 mortality risk assessment. An international multi-center study, 2020 View Details |
2020 | 2 | 7.3% |
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Interpretable machine learning methods with applications to health care
Massachusetts Institute of Technology, 2020 View Details |
2020 | 2 | 7.3% |
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Stable classification
Journal of Machine Learning Research 20, 1-31, 2020 View Details |
2020 | 2 | 7.3% |
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Sparsity and robustness in modern statistical estimation
Massachusetts Institute of Technology, 2018 View Details |
2018 | 2 | 6.9% |
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Learning under uncertainty: an adaptive optimization perspective
Woking Paper, 2018 View Details |
2018 | 2 | 6.9% |
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Analysis and Optimization of the Emergency Department at Beth Israel Deaconess Medical Center via Simulation
Massachusetts Institute of Technology, 2008 View Details |
2008 | 2 | 6.9% |
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Constructing approximation algorithms via linear programming relaxations
Doctoral Thesis, MIT, Cambridge, MA., D. Bertsimas. 1996. On improved …, 1996 View Details |
1996 | 2 | 6.9% |
|
Optimality of Affine Policies in Multi-Stage Robust Optimization LIDS Tech
Rep, 2009 View Details |
2009 | 2 | 6.8% |
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Models for minimax stochastic linear optimization problems with risk aversion. Submitted to
Mathematics of Operations Research, 2009 View Details |
2009 | 2 | 6.8% |
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Fairness in the Air Traffic Flow Management Problem
Transportation Science, submitted for publication, 2009 View Details |
2009 | 2 | 6.8% |
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Max-min fairness in the air traffic flow management problem
Working Paper, 2009 View Details |
2009 | 2 | 6.8% |
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Integer optimization methods for supervised ranking
Operations Research Center Working Paper Series OR, 388-11, 2011 View Details |
2011 | 2 | 6.7% |
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ORC; Ordered rules for classification
Oper. Res. Center, Mass. Inst. Tech., Working Paper OR 386-11, 2011 View Details |
2011 | 2 | 6.7% |
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Optimization under moment, robust, and data-driven models of uncertainty
Massachusetts Institute of Technology, 2010 View Details |
2010 | 2 | 6.6% |
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Optimal selling in online auction
Working Paper, e-Commerce Center, MIT, Boston, MA, 2003 View Details |
2003 | 2 | 6.6% |
|
Queues: Theory & Applications
MIT, 1998 View Details |
1998 | 2 | 6.6% |
|
Tax-Aware Multiperiod Portfolio Optimization
Cambridge, Mass, 1998 View Details |
1998 | 2 | 6.6% |
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Bounds for loss networks
preparation, 1994 View Details |
1994 | 2 | 6.6% |
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Polling model and vehicle routing problem
Technical Report, MIT, 1994 View Details |
1994 | 2 | 6.6% |
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A linear control approach to optimization of multiclass queueing networks
preparation, 1994 View Details |
1994 | 2 | 6.6% |
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Scheduling of multiclass queueing networks: Bounds on achievable performance
Massachusetts Institute of Technology, 1993 View Details |
1993 | 2 | 6.5% |
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Optimization of polling systems and dynamic vehicle routing problems on networks (1993)
View Details |
1993 | 2 | 6.5% |
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Simulation-based optimization for airline network yield management'
Working Paper, Massachusetts Institute of Technology, USA, 2000 View Details |
2000 | 2 | 6.5% |
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Insead Moment Problems Via Semidefinite Programming: Applications in Probability and Finance
ser. INSEAD working paper. INSEAD, 2000 View Details |
2000 | 2 | 6.5% |
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Channel coding via robust optimization, part 1: The case of a single channel
Submitted for publication, 2015 View Details |
2015 | 2 | 6.4% |
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The price of flexibility
submitted to Operations Research, 2015 View Details |
2015 | 2 | 6.4% |
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Analytics for improved cancer screening and treatment
Massachusetts Institute of Technology, 2015 View Details |
2015 | 2 | 6.4% |
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Semi-supervised approach to predictive analysis using temporal data
Military Operations Research 19 (1), 37-50, 2014 View Details |
2014 | 2 | 6.3% |
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From predictive to prescriptive analytics. arXiv preprint arXiv: 1402.5481
View Details |
2014 | 2 | 6.3% |
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Binary decision rules for multistage adaptive mixed-integer optimization. Optim
Online, 2014 View Details |
2014 | 2 | 6.3% |
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Unified Optimization of Traffic Flows through Airports
Proceedings of the 52 nd AGIFORS Annual Symposium, Scottsdale, United States, 2012 View Details |
2012 | 2 | 6.3% |
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Transient and busy period analysis of the Gl
G/l, 1991 View Details |
1991 | 2 | 6.2% |
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On the characteristic equation of general queueing systems
Massachusetts Institute of Technology, Operations Research Center, 1990 View Details |
1990 | 2 | 6.2% |
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The dynamic traveling repairman problem.(1989)
Sloan School of Management, Massachussets Institute of Technology, 1989 View Details |
1989 | 2 | 6.2% |
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The dynamic traveling repairman problem
Massachusetts Institute of Technology, Sloan School of Management, 1989 View Details |
1989 | 2 | 6.2% |
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Stochastic and dynamic vehicle routing in Euclidean service regions
Massachusetts Institute of Technology, 1991 View Details |
1991 | 1 | 0.0% |
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An Optimization Approach to Credit Risk
Work, 2002 View Details |
2002 | 1 | 0.0% |
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Reducing variability in equipment availability at Intel using systems optimization
Massachusetts Institute of Technology, 2004 View Details |
2004 | 1 | 0.0% |
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Algorithmic prediction of health care costs and discovery of medical knowledge
Operations Research 56, 2007 View Details |
2007 | 1 | 0.0% |
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Data-driven dynamic optimization with auxiliary covariates
Massachusetts Institute of Technology, 2019 View Details |
2019 | 1 | 0.0% |
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The edge of large-scale optimization in transportation and machine learning
Massachusetts Institute of Technology, 2019 View Details |
2019 | 1 | 0.0% |
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Stochastic cutting planes for data-driven optimization
INFORMS Journal on Computing 34 (5), 2400-2409, 2022 View Details |
2022 | 1 | 0.0% |
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Automated Segmentation of Sacral Chordoma and Surrounding Muscles Using Deep Learning Ensemble
International Journal of Radiation Oncology* Biology* Physics 117 (3), 738-749, 2023 View Details |
2023 | 1 | 0.0% |
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High-performance pediatric surgical risk calculator: A novel algorithm based on machine learning and pediatric NSQIP data
The American Journal of Surgery, 2023 View Details |
2023 | 1 | 0.0% |
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Global Optimization: A Machine Learning Approach
arXiv preprint arXiv:2311.01742, 2023 View Details |
2023 | 1 | 0.0% |
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Development of a Machine Learning–Based Prescriptive Tool to Address Racial Disparities in Access to Care After Penetrating Trauma
JAMA surgery 158 (10), 1088-1095, 2023 View Details |
2023 | 1 | 0.0% |
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On the large deviations behaviour of acyclic networks of GIGII queues
LIDS Report: LIDS-P-2278, 1994 View Details |
1994 | 1 | 0.0% |
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Optimal bidding in on-line auctions
Working Paper, 2002 View Details |
2002 | 1 | 0.0% |
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Multistage air traffic flow management under capacity uncertainty: a robust and adaptive optimization approach
View Details |
2011 | 1 | 0.0% |
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Primal and dual approaches to adjustable robust optimization
View Details |
2018 | 1 | 0.0% |
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Accounting for significance and multicollinearity in building linear regression models
arXiv 2019, 2019 View Details |
2019 | 1 | 0.0% |
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Optimizing School Operations
Massachusetts Institute of Technology, 2021 View Details |
2021 | 1 | 0.0% |
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Sparsity in Machine Learning: Theory and Applications
Massachusetts Institute of Technology, 2022 View Details |
2022 | 1 | 0.0% |
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Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach
arXiv preprint arXiv:2304.04308, 2023 View Details |
2023 | 1 | 0.0% |
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Stochastic and Dynamic Vehicle Routing with General Demand and Interarrival Time Distributions
Adv. Appl. Prob 25, 947-978, 1993 View Details |
1993 | 1 | 0.0% |
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Nonlinear formulations and improved randomized approximation algorithms for multiway and multicut problems
Sloan School of Management, Massachusetts Institute of Technology], 1995 View Details |
1995 | 1 | 0.0% |
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A robust optimization approach to online problems
Massachusetts Institute of Technology, 2017 View Details |
2017 | 1 | 0.0% |
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From data to decisions in urban transit and logistics
Massachusetts Institute of Technology, 2020 View Details |
2020 | 1 | 0.0% |
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Reshaping national organ allocation policy
Operations Research, 2023 View Details |
2023 | 1 | 0.0% |
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Multistage Stochastic Optimization via Kernels
arXiv preprint arXiv:2303.06515, 2023 View Details |
2023 | 1 | 0.0% |
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Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach
arXiv preprint arXiv:2307.12405, 2023 View Details |
2023 | 1 | 0.0% |
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Transient and busy period analysis of the GI/G/1 queue: Part II, solution as a Hilbert problem
Cambridge, Mass.: Center for Computational Research in Economics and …, 1989 View Details |
1989 | 1 | 0.0% |
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Advances in airline revenue management and pricing
Massachusetts Institute of Technology, 2003 View Details |
2003 | 1 | 0.0% |
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Least quantile of squares regression via modern optimization
arXiv preprint arXiv:1310.8625, 2013 View Details |
2013 | 1 | 0.0% |
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Holistic deep learning
Machine Learning, 1-25, 2023 View Details |
2023 | 1 | 0.0% |
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Optimal mean-variance bounds on the expectation of the highest order statistics
View Details |
2003 | 1 | 0.0% |
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Stochastic analysis via robust optimization
Massachusetts Institute of Technology, 2016 View Details |
2016 | 1 | 0.0% |
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Novel machine learning proves stroke risk is not linear
Stroke 51 (Suppl_1), A153-A153, 2020 View Details |
2020 | 1 | 0.0% |
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Dynamic optimization in the age of big data
Massachusetts Institute of Technology, 2020 View Details |
2020 | 1 | 0.0% |
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A Machine Learning Approach to Two-Stage Adaptive Robust Optimization
arXiv preprint arXiv:2307.12409, 2023 View Details |
2023 | 1 | 0.0% |
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Artificial intelligence versus surgeon gestalt in predicting risk of emergency general surgery
Journal of Trauma and Acute Care Surgery 95 (4), 565-572, 2023 View Details |
2023 | 1 | 0.0% |
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Holistic prescriptive analytics for continuous and constrained optimization problems
INFORMS Journal on Optimization 5 (2), 155-171, 2023 View Details |
2023 | 1 | 0.0% |
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Robust linear algebra
European Journal of Operational Research 314 (3), 1174-1184, 2024 View Details |
2024 | 1 | 0.0% |
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On the Relation Between Option and Stock Prices: A Convex Optimization Approach
WORKING PAPERS-INSEAD R AND D, 2000 View Details |
2000 | 1 | 0.0% |
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An accelerated first-order method for solving unconstrained polynomial optimization problems
View Details |
2011 | 1 | 0.0% |
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Early Detection of Opioid Over-Procurement: A Machine Learning Approach
View Details |
2020 | 1 | 0.0% |
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Interpretable clustering: an optimization approach
Machine Learning 110 (1), 89-138, 2021 View Details |
2021 | 1 | 0.0% |
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THEMIS: A Framework for Cost-Benefit Analysis of COVID-19 Non-Pharmaceutical Interventions
medRxiv, 2022.04. 09.22273656, 2022 View Details |
2022 | 1 | 0.0% |
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Congenital Heart Surgery Machine Learning-Derived In-Depth Benchmarking Tool
The Annals of Thoracic Surgery, 2023 View Details |
2023 | 1 | 0.0% |
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Problems in discrete optimization
Massachusetts Institute of Technology, 1993 View Details |
1993 | 1 | 0.0% |
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RSS Research Workshop in Stochastic Networks
Edinburgh, August, 1995 View Details |
1995 | 1 | 0.0% |
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From data to decisions through new interfaces between optimization and statistics
Massachusetts Institute of Technology, 2015 View Details |
2015 | 1 | 0.0% |
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Combinatorial structures in online and convex optimization
Massachusetts Institute of Technology, 2017 View Details |
2017 | 1 | 0.0% |
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MP64-03 SELECTING CHILDREN WITH VUR WHO ARE MOST LIKELY TO BENEFIT FROM ANTIBIOTIC PROPHYLAXIS: APPLICATION OF MACHINE LEARNING TO RIVUR DATA
The Journal of Urology 201 (Supplement 4), e941-e941, 2019 View Details |
2019 | 1 | 0.0% |
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Optimizing influenza vaccine composition: A machine learning approach
Naval Research Logistics (NRL) 68 (7), 857-870, 2021 View Details |
2021 | 1 | 0.0% |
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Multi-Objective Optimization for Public Policy
Massachusetts Institute of Technology, 2022 View Details |
2022 | 1 | 0.0% |
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Compressed Sensing: A Discrete Optimization Approach
arXiv preprint arXiv:2306.04647, 2023 View Details |
2023 | 1 | 0.0% |
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A novel algorithm for a broad class of nonconvex optimization problems
Optimization Online, 2023 View Details |
2023 | 1 | 0.0% |
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Explainable vs. interpretable artificial intelligence frameworks in oncology
Translational Cancer Research 12 (2), 217, 2023 View Details |
2023 | 1 | 0.0% |
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Restless bandits, linear programming relaxations and a primal-dual index heuristic
View Details |
1994 | 1 | 0.0% |
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Buffer overflow probabilities in multiclass ATM switches
PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND …, 1996 View Details |
1996 | 1 | 0.0% |
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Relaxation and exact algorithms for solving mixed integer-quadratic optimization problems
Massachusetts Institute of Technology, 1999 View Details |
1999 | 1 | 0.0% |
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Machine Learning and Optimization: Introduction to the Special Issue
Informs Journal on Optimization 1 (3), 185-186, 2019 View Details |
2019 | 1 | 0.0% |
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Accelerating vaccine innovation for emerging infectious diseases via parallel discovery
National Bureau of Economic Research, 2022 View Details |
2022 | 1 | 0.0% |
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Tabtext: a systematic approach to aggregate knowledge across tabular data structures
arXiv preprint arXiv:2206.10381, 2022 View Details |
2022 | 1 | 0.0% |
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A Stochastic Benders Decomposition Scheme for Large-Scale Data-Driven Network Design
arXiv preprint arXiv:2303.07695, 2023 View Details |
2023 | 1 | 0.0% |
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Decarbonizing OCP
Manufacturing & Service Operations Management, 2023 View Details |
2023 | 1 | 0.0% |