Publications: Anima Anandkumar
Download CSV for Anima Anandkumar
| Title | Year | Citations | Score |
|---|---|---|---|
|
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Neural Information Processing Systems, 2021 View Details |
2021 | 7522 | 100.0% |
|
Scientific discovery in the age of artificial intelligence
Nature, 2023 View Details |
2023 | 1434 | 100.0% |
|
Fourier Neural Operator for Parametric Partial Differential Equations
International Conference on Learning Representations, 2020 View Details |
2020 | 3624 | 100.0% |
|
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs
Journal of machine learning research, 2023 View Details |
2023 | 973 | 100.0% |
|
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
arXiv.org, 2022 View Details |
2022 | 1056 | 100.0% |
|
Diffusion Models for Adversarial Purification
International Conference on Machine Learning, 2022 View Details |
2022 | 627 | 100.0% |
|
signSGD: compressed optimisation for non-convex problems
International Conference on Machine Learning, 2018 View Details |
2018 | 1221 | 100.0% |
|
Born Again Neural Networks
International Conference on Machine Learning, 2018 View Details |
2018 | 1165 | 100.0% |
|
Physics-Informed Neural Operator for Learning Partial Differential Equations
ACM / IMS Journal of Data Science, 2021 View Details |
2021 | 675 | 100.0% |
|
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
Journal of machine learning research, 2022 View Details |
2022 | 491 | 100.0% |
|
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
Neural Information Processing Systems, 2023 View Details |
2023 | 376 | 100.0% |
|
Neural Operator: Graph Kernel Network for Partial Differential Equations
International Conference on Learning Representations, 2020 View Details |
2020 | 961 | 100.0% |
|
U-FNO - an enhanced Fourier neural operator based-deep learning model for multiphase flow
Advances in Water Resources, 2021 View Details |
2021 | 571 | 99.9% |
|
Tensor decompositions for learning latent variable models
Journal of machine learning research, 2012 View Details |
2012 | 1194 | 99.9% |
|
Neural operators for accelerating scientific simulations and design
Nature Reviews Physics, 2023 View Details |
2023 | 297 | 99.9% |
|
Geometry-Informed Neural Operator for Large-Scale 3D PDEs
Neural Information Processing Systems, 2023 View Details |
2023 | 278 | 99.9% |
|
FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators
Platform for Advanced Scientific Computing Conference, 2022 View Details |
2022 | 322 | 99.9% |
|
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
International Conference on Machine Learning, 2023 View Details |
2023 | 262 | 99.9% |
|
I2SB: Image-to-Image Schrödinger Bridge
International Conference on Machine Learning, 2023 View Details |
2023 | 238 | 99.9% |
|
Neural-Fly enables rapid learning for agile flight in strong winds
Science Robotics, 2022 View Details |
2022 | 262 | 99.9% |
|
Stochastic Activation Pruning for Robust Adversarial Defense
International Conference on Learning Representations, 2018 View Details |
2018 | 577 | 99.9% |
|
Multi-modal molecule structure–text model for text-based retrieval and editing
Nature Machine Intelligence, 2022 View Details |
2022 | 249 | 99.9% |
|
Multipole Graph Neural Operator for Parametric Partial Differential Equations
Neural Information Processing Systems, 2020 View Details |
2020 | 486 | 99.8% |
|
Understanding The Robustness in Vision Transformers
International Conference on Machine Learning, 2022 View Details |
2022 | 237 | 99.8% |
|
Deep Active Learning for Named Entity Recognition
Rep4NLP@ACL, 2017 View Details |
2017 | 474 | 99.8% |
|
Self-Calibrating Neural Radiance Fields
IEEE International Conference on Computer Vision, 2021 View Details |
2021 | 273 | 99.8% |
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Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
Found. Trends Mach. Learn., 2023 View Details |
2023 | 152 | 99.8% |
|
Fast Sampling of Diffusion Models via Operator Learning
International Conference on Machine Learning, 2022 View Details |
2022 | 190 | 99.7% |
|
Fast Training of Diffusion Models with Masked Transformers
Trans. Mach. Learn. Res., 2023 View Details |
2023 | 148 | 99.7% |
|
Neural Lander: Stable Drone Landing Control Using Learned Dynamics
IEEE International Conference on Robotics and Automation, 2018 View Details |
2018 | 324 | 99.6% |
|
State-specific protein–ligand complex structure prediction with a multiscale deep generative model
Nature Machine Intelligence, 2022 View Details |
2022 | 149 | 99.6% |
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signSGD with Majority Vote is Communication Efficient and Fault Tolerant
International Conference on Learning Representations, 2018 View Details |
2018 | 286 | 99.5% |
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Real-time High-resolution CO2 Geological Storage Prediction using Nested Fourier Neural Operators
Energy & Environmental Science, 2022 View Details |
2022 | 136 | 99.5% |
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A Method of Moments for Mixture Models and Hidden Markov Models
Annual Conference Computational Learning Theory, 2012 View Details |
2012 | 346 | 99.4% |
|
Long-Short Transformer: Efficient Transformers for Language and Vision
Neural Information Processing Systems, 2021 View Details |
2021 | 166 | 99.4% |
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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
bioRxiv, 2022 View Details |
2022 | 123 | 99.4% |
|
Non-convex Robust PCA
Neural Information Processing Systems, 2014 View Details |
2014 | 295 | 99.4% |
|
Tensor Methods in Computer Vision and Deep Learning
Proceedings of the IEEE, 2021 View Details |
2021 | 161 | 99.4% |
|
Regularized Learning for Domain Adaptation under Label Shifts
International Conference on Learning Representations, 2019 View Details |
2019 | 221 | 99.4% |
|
Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods
2017 View Details |
2017 | 243 | 99.3% |
|
A Spectral Algorithm for Latent Dirichlet Allocation
Algorithmica, 2012 View Details |
2012 | 304 | 99.3% |
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Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret
IEEE Journal on Selected Areas in Communications, 2010 View Details |
2010 | 355 | 99.2% |
|
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators
International Conference on Learning Representations, 2022 View Details |
2022 | 107 | 99.2% |
|
Score-based Diffusion Models in Function Space
arXiv.org, 2023 View Details |
2023 | 80 | 99.1% |
|
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
Conference on Empirical Methods in Natural Language Processing, 2023 View Details |
2023 | 79 | 99.1% |
|
MESHFREEFLOWNET: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework
International Conference for High Performance Computing, Networking, Storage and Analysis, 2020 View Details |
2020 | 161 | 98.9% |
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Efficient Exploration Through Bayesian Deep Q-Networks
Information Theory and Applications Workshop, 2018 View Details |
2018 | 174 | 98.9% |
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AdvDO: Realistic Adversarial Attacks for Trajectory Prediction
European Conference on Computer Vision, 2022 View Details |
2022 | 89 | 98.8% |
|
Learning Latent Tree Graphical Models
Journal of machine learning research, 2010 View Details |
2010 | 273 | 98.8% |
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Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
Neural Information Processing Systems, 2022 View Details |
2022 | 83 | 98.7% |
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Learning From Noisy Singly-labeled Data
International Conference on Learning Representations, 2017 View Details |
2017 | 170 | 98.7% |
|
Tensor Regression Networks
Journal of machine learning research, 2017 View Details |
2017 | 167 | 98.6% |
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Probabilistic FastText for Multi-Sense Word Embeddings
Annual Meeting of the Association for Computational Linguistics, 2018 View Details |
2018 | 154 | 98.6% |
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Controllable Story Generation with External Knowledge Using Large-Scale Language Models
Conference on Empirical Methods in Natural Language Processing, 2020 View Details |
2020 | 137 | 98.6% |
|
Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds
Neural Information Processing Systems, 2021 View Details |
2021 | 96 | 98.3% |
|
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
IEEE International Conference on Computer Vision, 2021 View Details |
2021 | 93 | 98.3% |
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Informing geometric deep learning with electronic interactions to accelerate quantum chemistry
Proceedings of the National Academy of Sciences of the United States of America, 2021 View Details |
2021 | 93 | 98.3% |
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Long-term Forecasting using Tensor-Train RNNs
arXiv.org, 2017 View Details |
2017 | 142 | 98.2% |
|
Efficient approaches for escaping higher order saddle points in non-convex optimization
Annual Conference Computational Learning Theory, 2016 View Details |
2016 | 144 | 98.2% |
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Reinforcement Learning of POMDPs using Spectral Methods
Annual Conference Computational Learning Theory, 2016 View Details |
2016 | 141 | 98.1% |
|
Controllable and Compositional Generation with Latent-Space Energy-Based Models
Neural Information Processing Systems, 2021 View Details |
2021 | 86 | 98.0% |
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A tensor approach to learning mixed membership community models
Journal of machine learning research, 2013 View Details |
2013 | 159 | 98.0% |
|
Competitive Gradient Descent
Neural Information Processing Systems, 2019 View Details |
2019 | 113 | 97.9% |
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OrbNet Denali: A machine learning potential for biological and organic chemistry with semi-empirical cost and DFT accuracy.
Journal of Chemical Physics, 2021 View Details |
2021 | 83 | 97.9% |
|
Opportunistic Spectrum Access with Multiple Users: Learning under Competition
2010 Proceedings IEEE INFOCOM, 2010 View Details |
2010 | 186 | 97.8% |
|
A learning-based multiscale method and its application to inelastic impact problems
2021 View Details |
2021 | 79 | 97.7% |
|
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
Neural Information Processing Systems, 2020 View Details |
2020 | 101 | 97.7% |
|
Fast and Guaranteed Tensor Decomposition via Sketching
Neural Information Processing Systems, 2015 View Details |
2015 | 132 | 97.7% |
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Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates
arXiv.org, 2014 View Details |
2014 | 137 | 97.6% |
|
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies
International Conference on Machine Learning, 2021 View Details |
2021 | 72 | 97.3% |
|
Generative Adversarial Neural Operators
Trans. Mach. Learn. Res., 2022 View Details |
2022 | 55 | 97.2% |
|
DensePure: Understanding Diffusion Models for Adversarial Robustness
International Conference on Learning Representations, 2023 View Details |
2023 | 43 | 97.2% |
|
AI-aided geometric design of anti-infection catheters.
Science Advances, 2023 View Details |
2023 | 43 | 97.2% |
|
Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
Surgery, 2020 View Details |
2020 | 88 | 97.1% |
|
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Neural Information Processing Systems, 2023 View Details |
2023 | 41 | 96.9% |
|
A Tensor Spectral Approach to Learning Mixed Membership Community Models
Annual Conference Computational Learning Theory, 2013 View Details |
2013 | 121 | 96.8% |
|
Learning Sparsely Used Overcomplete Dictionaries
Annual Conference Computational Learning Theory, 2014 View Details |
2014 | 110 | 96.6% |
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Long-term Forecasting using Higher Order Tensor RNNs
2017 View Details |
2017 | 95 | 96.5% |
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Retrieval-based Controllable Molecule Generation
International Conference on Learning Representations, 2022 View Details |
2022 | 49 | 96.5% |
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DensePure: Understanding Diffusion Models towards Adversarial Robustness
arXiv.org, 2022 View Details |
2022 | 49 | 96.5% |
|
Semi-Supervised StyleGAN for Disentanglement Learning
International Conference on Machine Learning, 2020 View Details |
2020 | 78 | 96.5% |
|
Automated Synthetic-to-Real Generalization
International Conference on Machine Learning, 2020 View Details |
2020 | 72 | 96.0% |
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Learning Chaotic Dynamics in Dissipative Systems
Neural Information Processing Systems, 2022 View Details |
2022 | 45 | 95.9% |
|
Stability Constrained Reinforcement Learning for Real-Time Voltage Control
American Control Conference, 2021 View Details |
2021 | 56 | 95.8% |
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Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
International Conference on Learning Representations, 2023 View Details |
2023 | 33 | 95.5% |
|
Learning Linear Bayesian Networks with Latent Variables
International Conference on Machine Learning, 2012 View Details |
2012 | 102 | 95.5% |
|
Tensor Contractions with Extended BLAS Kernels on CPU and GPU
International Conference on High Performance Computing, 2016 View Details |
2016 | 81 | 95.3% |
|
Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations
International Conference on Artificial Intelligence and Statistics, 2015 View Details |
2015 | 86 | 95.3% |
|
Robust Trajectory Prediction against Adversarial Attacks
Conference on Robot Learning, 2022 View Details |
2022 | 41 | 95.2% |
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Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles
2021 IEEE Intelligent Vehicles Symposium (IV), 2021 View Details |
2021 | 51 | 95.1% |
|
Contrastive Syn-to-Real Generalization
International Conference on Learning Representations, 2021 View Details |
2021 | 51 | 95.1% |
|
Generic Lithography Modeling with Dual-band Optics-Inspired Neural Networks
Design Automation Conference, 2022 View Details |
2022 | 40 | 95.0% |
|
Active Learning with Partial Feedback
International Conference on Learning Representations, 2018 View Details |
2018 | 70 | 95.0% |
|
Learning Dissipative Dynamics in Chaotic Systems
2021 View Details |
2021 | 50 | 94.9% |
|
Robust Regression for Safe Exploration in Control
Conference on Learning for Dynamics & Control, 2019 View Details |
2019 | 64 | 94.8% |
|
Turbulence forecasting via Neural ODE.
2019 View Details |
2019 | 64 | 94.8% |
|
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
International Conference on Machine Learning, 2021 View Details |
2021 | 47 | 94.4% |
|
High-dimensional Gaussian graphical model selection: walk summability and local separation criterion
Journal of machine learning research, 2011 View Details |
2011 | 93 | 94.2% |
|
Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control
IEEE Transactions on Control of Network Systems, 2022 View Details |
2022 | 36 | 94.1% |
|
Fourier Neural Operator for Plasma Modelling
2023 View Details |
2023 | 28 | 94.1% |
|
Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems
IEEE Robotics Autom. Lett., 2020 View Details |
2020 | 55 | 94.0% |
|
Learning Causal State Representations of Partially Observable Environments
arXiv.org, 2019 View Details |
2019 | 58 | 93.9% |
|
Sample Complexity Analysis for Learning Overcomplete Latent Variable Models through Tensor Methods
2017 View Details |
2017 | 66 | 93.9% |
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Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation
Neural Information Processing Systems, 2012 View Details |
2012 | 83 | 93.9% |
|
Angular Visual Hardness
International Conference on Machine Learning, 2019 View Details |
2019 | 57 | 93.8% |
|
Langevin Monte Carlo for Contextual Bandits
International Conference on Machine Learning, 2022 View Details |
2022 | 34 | 93.5% |
|
Tensor Contraction Layers for Parsimonious Deep Nets
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 View Details |
2017 | 62 | 93.3% |
|
Provable Methods for Training Neural Networks with Sparse Connectivity
International Conference on Learning Representations, 2014 View Details |
2014 | 65 | 92.6% |
|
Markov Neural Operators for Learning Chaotic Systems
arXiv.org, 2021 View Details |
2021 | 39 | 92.6% |
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Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning
International Conference on Machine Learning, 2021 View Details |
2021 | 38 | 92.3% |
|
Dynamic-Backbone Protein-Ligand Structure Prediction with Multiscale Generative Diffusion Models
arXiv.org, 2022 View Details |
2022 | 30 | 92.1% |
|
Neural Networks with Recurrent Generative Feedback
Neural Information Processing Systems, 2020 View Details |
2020 | 45 | 92.0% |
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Supplementary Material for the AISTATS 2016 Paper: Provable Tensor Methods for Learning Mixtures of Generalized Linear Models
2016 View Details |
2016 | 55 | 91.8% |
|
Spectral Learning on Matrices and Tensors
Found. Trends Mach. Learn., 2019 View Details |
2019 | 47 | 91.8% |
|
Open Vocabulary Learning on Source Code with a Graph-Structured Cache
International Conference on Machine Learning, 2018 View Details |
2018 | 50 | 91.8% |
|
Question Type Guided Attention in Visual Question Answering
European Conference on Computer Vision, 2018 View Details |
2018 | 50 | 91.8% |
|
signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant
arXiv.org, 2018 View Details |
2018 | 50 | 91.8% |
|
Exact Recovery of Sparsely Used Overcomplete Dictionaries
arXiv.org, 2013 View Details |
2013 | 59 | 91.0% |
|
UNiTE: Unitary N-body Tensor Equivariant Network with Applications to Quantum Chemistry
arXiv.org, 2021 View Details |
2021 | 34 | 90.9% |
|
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
International Conference on Artificial Intelligence and Statistics, 2020 View Details |
2020 | 41 | 90.8% |
|
Explore More and Improve Regret in Linear Quadratic Regulators
arXiv.org, 2020 View Details |
2020 | 41 | 90.8% |
|
Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs
arXiv.org, 2013 View Details |
2013 | 56 | 90.3% |
|
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures
IEEE Transactions on Information Theory, 2009 View Details |
2009 | 69 | 90.3% |
|
A systematic review of virtual reality for the assessment of technical skills in neurosurgery.
Neurosurgical Focus, 2021 View Details |
2021 | 32 | 90.1% |
|
Homotopy Analysis for Tensor PCA
Annual Conference Computational Learning Theory, 2016 View Details |
2016 | 47 | 89.9% |
|
When are overcomplete topic models identifiable? uniqueness of tensor tucker decompositions with structured sparsity
Journal of machine learning research, 2013 View Details |
2013 | 53 | 89.6% |
|
Type-Based Random Access for Distributed Detection Over Multiaccess Fading Channels
IEEE Transactions on Signal Processing, 2007 View Details |
2007 | 72 | 89.6% |
|
Panoptic SegFormer
2021 View Details |
2021 | 30 | 89.1% |
|
Tensor Decompositions for Learning Latent Variable Models (A Survey for ALT)
International Conference on Algorithmic Learning Theory, 2015 View Details |
2015 | 47 | 89.1% |
|
Analyzing Tensor Power Method Dynamics in Overcomplete Regime
Journal of machine learning research, 2014 View Details |
2014 | 48 | 89.0% |
|
Online tensor methods for learning latent variable models
Journal of machine learning research, 2013 View Details |
2013 | 50 | 88.9% |
|
Learning Loopy Graphical Models with Latent Variables: Efficient Methods and Guarantees
Annals of Statistics, 2012 View Details |
2012 | 51 | 88.5% |
|
Learning Mixtures of Tree Graphical Models
Neural Information Processing Systems, 2012 View Details |
2012 | 51 | 88.5% |
|
Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures
IEEE Transactions on Signal Processing, 2009 View Details |
2009 | 59 | 88.3% |
|
Variational Quantum Optimization with Multi-Basis Encodings
Physical Review Research, 2021 View Details |
2021 | 28 | 88.1% |
|
Score Function Features for Discriminative Learning: Matrix and Tensor Framework
International Conference on Learning Representations, 2014 View Details |
2014 | 45 | 88.1% |
|
Convolutional Dictionary Learning through Tensor Factorization
FE@NIPS, 2015 View Details |
2015 | 43 | 87.9% |
|
Learning compositional functions via multiplicative weight updates
Neural Information Processing Systems, 2020 View Details |
2020 | 33 | 87.8% |
|
Implicit competitive regularization in GANs
International Conference on Machine Learning, 2019 View Details |
2019 | 35 | 87.8% |
|
Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs
Trans. Mach. Learn. Res., 2022 View Details |
2022 | 22 | 87.6% |
|
Augmenting Deep Classifiers with Polynomial Neural Networks
European Conference on Computer Vision, 2021 View Details |
2021 | 27 | 87.5% |
|
Nonparametric Estimation of Multi-View Latent Variable Models
International Conference on Machine Learning, 2013 View Details |
2013 | 45 | 87.4% |
|
ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
2023 View Details |
2023 | 17 | 87.4% |
|
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting
American Control Conference, 2020 View Details |
2020 | 32 | 87.3% |
|
Online and Differentially-Private Tensor Decomposition
Neural Information Processing Systems, 2016 View Details |
2016 | 39 | 87.3% |
|
Robust Rate Maximization Game Under Bounded Channel Uncertainty
IEEE Transactions on Vehicular Technology, 2010 View Details |
2010 | 52 | 87.3% |
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Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates
Journal of machine learning research, 2010 View Details |
2010 | 51 | 87.0% |
|
Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases
arXiv.org, 2021 View Details |
2021 | 26 | 86.9% |
|
Forecasting subcritical cylinder wakes with Fourier Neural Operators
arXiv.org, 2023 View Details |
2023 | 16 | 86.3% |
|
Detection of Gauss–Markov Random Fields With Nearest-Neighbor Dependency
IEEE Transactions on Information Theory, 2007 View Details |
2007 | 55 | 86.1% |
|
Stochastic Linear Bandits with Hidden Low Rank Structure
arXiv.org, 2019 View Details |
2019 | 30 | 85.3% |
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LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update
IEEE transactions on computers, 2021 View Details |
2021 | 23 | 84.7% |
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Model Learning Predictive Control in Nonlinear Dynamical Systems
IEEE Conference on Decision and Control, 2021 View Details |
2021 | 23 | 84.7% |
|
Incremental Fourier Neural Operator
arXiv.org, 2022 View Details |
2022 | 18 | 83.9% |
|
StrassenNets: Deep learning with a multiplication budget
International Conference on Machine Learning, 2017 View Details |
2017 | 30 | 83.1% |
|
Machine Learning Accelerated PDE Backstepping Observers
IEEE Conference on Decision and Control, 2022 View Details |
2022 | 17 | 82.7% |
|
Feedback message passing for inference in gaussian graphical models
2010 IEEE International Symposium on Information Theory, 2010 View Details |
2010 | 38 | 82.5% |
|
The Potential Dangers of Artificial Intelligence for Radiology and Radiologists
Journal of the American College of Radiology, 2020 View Details |
2020 | 23 | 81.3% |
|
Topology discovery of sparse random graphs with few participants
Measurement and Modeling of Computer Systems, 2011 View Details |
2011 | 33 | 80.8% |
|
Tracking in a spaghetti bowl: monitoring transactions using footprints
Measurement and Modeling of Computer Systems, 2008 View Details |
2008 | 36 | 80.3% |
|
Directivity Modes of Earthquake Populations with Unsupervised Learning
Journal of Geophysical Research: Solid Earth, 2019 View Details |
2019 | 23 | 80.2% |
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Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control
Annual Conference Computational Learning Theory, 2022 View Details |
2022 | 15 | 79.9% |
|
Accelerating Carbon Capture and Storage Modeling using Fourier Neural Operators
arXiv.org, 2022 View Details |
2022 | 15 | 79.9% |
|
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Neural Information Processing Systems, 2022 View Details |
2022 | 15 | 79.9% |
|
Analyzing Tensor Power Method Dynamics: Applications to Learning Overcomplete Latent Variable Models
arXiv.org, 2014 View Details |
2014 | 27 | 79.7% |
|
Generalization Bounds for Neural Networks through Tensor Factorization
arXiv.org, 2015 View Details |
2015 | 26 | 79.4% |
|
Regret Minimization in Partially Observable Linear Quadratic Control
arXiv.org, 2020 View Details |
2020 | 20 | 78.3% |
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Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems
arXiv.org, 2020 View Details |
2020 | 20 | 78.3% |
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InRank: Incremental Low-Rank Learning
arXiv.org, 2023 View Details |
2023 | 11 | 78.2% |
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BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models
2023 View Details |
2023 | 11 | 78.2% |
|
Tensor Dropout for Robust Learning
IEEE Journal on Selected Topics in Signal Processing, 2020 View Details |
2020 | 19 | 77.2% |
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Capturing fine-grained details for video-based automation of suturing skills assessment
International Journal of Computer Assisted Radiology and Surgery, 2022 View Details |
2022 | 13 | 76.4% |
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Context Generation Improves Open Domain Question Answering
Findings, 2022 View Details |
2022 | 13 | 76.4% |
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Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
2023 View Details |
2023 | 10 | 75.8% |
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Training Input-Output Recurrent Neural Networks through Spectral Methods
arXiv.org, 2016 View Details |
2016 | 19 | 74.0% |
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Tumour Immunomodulation: Mucins in Resistance to Initiation and Maturation of Immune Response Against Tumours
Scandinavian Journal of Immunology, 2013 View Details |
2013 | 20 | 73.2% |
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A Scale Mixture Perspective of Multiplicative Noise in Neural Networks
2015 View Details |
2015 | 19 | 73.2% |
|
Optimal Node Density for Detection in Energy-Constrained Random Networks
IEEE Transactions on Signal Processing, 2008 View Details |
2008 | 24 | 73.0% |
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Minimum Cost Data Aggregation with Localized Processing for Statistical Inference
IEEE INFOCOM 2008 - The 27th Conference on Computer Communications, 2008 View Details |
2008 | 24 | 73.0% |
|
Sample-Efficient Deep RL with Generative Adversarial Tree Search
arXiv.org, 2018 View Details |
2018 | 17 | 72.6% |
|
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
Neural Information Processing Systems, 2011 View Details |
2011 | 21 | 72.5% |
|
Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training
arXiv.org, 2022 View Details |
2022 | 11 | 72.0% |
|
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Quantum, 2022 View Details |
2022 | 11 | 72.0% |
|
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems
Conference on Learning for Dynamics & Control, 2021 View Details |
2021 | 13 | 71.8% |
|
Competitive Policy Optimization
Conference on Uncertainty in Artificial Intelligence, 2020 View Details |
2020 | 15 | 71.7% |
|
A large-deviation analysis for the maximum likelihood learning of tree structures
2009 IEEE International Symposium on Information Theory, 2009 View Details |
2009 | 20 | 70.2% |
|
Intelligent Resolution: Integrating Cryo-EM with AI-driven Multi-resolution Simulations to Observe the SARS-CoV-2 Replication-Transcription Machinery in Action
bioRxiv, 2021 View Details |
2021 | 12 | 69.7% |
|
Stable Online Control of Linear Time-Varying Systems
Conference on Learning for Dynamics & Control, 2021 View Details |
2021 | 12 | 69.7% |
|
ZerO Initialization: Initializing Residual Networks with only Zeros and Ones
arXiv.org, 2021 View Details |
2021 | 12 | 69.7% |
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Dynamic Social Media Monitoring for Fast-Evolving Online Discussions
Knowledge Discovery and Data Mining, 2021 View Details |
2021 | 12 | 69.7% |
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FC-PINO: High Precision Physics-Informed Neural Operators via Fourier Continuation
2022 View Details |
2022 | 10 | 69.4% |
|
KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems
arXiv.org, 2022 View Details |
2022 | 10 | 69.4% |
|
Provable Tensor Methods for Learning Mixtures of Classifiers
arXiv.org, 2014 View Details |
2014 | 16 | 69.3% |
|
Out-of-Distribution Detection Using Neural Rendering Generative Models
arXiv.org, 2019 View Details |
2019 | 14 | 69.2% |
|
Competitive Mirror Descent
arXiv.org, 2020 View Details |
2020 | 13 | 68.1% |
|
Active Learning of Multiple Source Multiple Destination Topologies
IEEE Transactions on Signal Processing, 2012 View Details |
2012 | 16 | 68.1% |
|
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning
arXiv.org, 2021 View Details |
2021 | 11 | 67.4% |
|
TensorLy-Quantum: Quantum Machine Learning with Tensor Methods
2021 View Details |
2021 | 11 | 67.4% |
|
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression
arXiv.org, 2022 View Details |
2022 | 9 | 66.4% |
|
Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action
The international journal of high performance computing applications, 2022 View Details |
2022 | 9 | 66.4% |
|
Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies
Annual Conference Computational Learning Theory, 2016 View Details |
2016 | 13 | 65.9% |
|
Triply Robust Off-Policy Evaluation
arXiv.org, 2019 View Details |
2019 | 12 | 65.5% |
|
Energy scaling laws for distributed inference in random fusion networks
IEEE Journal on Selected Areas in Communications, 2008 View Details |
2008 | 16 | 65.2% |
|
CHRONIC EXPERIMENTAL FEEDING OF IMIDACLOPRID INDUCED OXIDATIVE STRESS AND AMELIORATION WITH VITAMIN C & Withania somnifera IN LAYER BIRDS
2014 View Details |
2014 | 13 | 64.9% |
|
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition
Neural Information Processing Systems, 2014 View Details |
2014 | 13 | 64.9% |
|
Detection of Gauss-Markov Random Field on Nearest-Neighbor Graph
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2007 View Details |
2007 | 15 | 62.8% |
|
Spectral Methods for Correlated Topic Models
International Conference on Artificial Intelligence and Statistics, 2016 View Details |
2016 | 11 | 62.1% |
|
High-dimensional covariance decomposition into sparse Markov and independence models
Journal of machine learning research, 2012 View Details |
2012 | 12 | 62.1% |
|
Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods
arXiv.org, 2015 View Details |
2015 | 11 | 61.5% |
|
Topology discovery of sparse random graphs with few participants
PERV, 2011 View Details |
2011 | 12 | 61.2% |
|
Energy-latency tradeoff for in-network function computation in random networks
2011 Proceedings IEEE INFOCOM, 2011 View Details |
2011 | 12 | 61.2% |
|
Near-term distributed quantum computation using mean-field corrections and auxiliary qubits
Quantum Science and Technology, 2023 View Details |
2023 | 6 | 60.7% |
|
Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces
arXiv.org, 2023 View Details |
2023 | 6 | 60.7% |
|
Convergence rate of sign stochastic gradient descent for non-convex functions
2018 View Details |
2018 | 10 | 60.3% |
|
High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families
arXiv.org, 2011 View Details |
2011 | 11 | 59.4% |
|
Error exponents for composite hypothesis testing of Markov forest distributions
2010 IEEE International Symposium on Information Theory, 2010 View Details |
2010 | 11 | 59.3% |
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Robust Deep Networks with Randomized Tensor Regression Layers
2019 View Details |
2019 | 9 | 58.6% |
|
InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers
2019 View Details |
2019 | 9 | 58.6% |
|
Prize-Collecting Data Fusion for Cost-Performance Tradeoff in Distributed Inference
IEEE INFOCOM 2009, 2009 View Details |
2009 | 11 | 58.3% |
|
Learning High-Dimensional Mixtures of Graphical Models
arXiv.org, 2012 View Details |
2012 | 10 | 58.3% |
|
Deep Learning On Code with an Unbounded Vocabulary
EasyChair Preprints, 2018 View Details |
2018 | 9 | 57.9% |
|
Trust Region Policy Optimization for POMDPs
2018 View Details |
2018 | 9 | 57.9% |
|
A Large Deviation Analysis of Detection Over Multi-Access Channels with Random Number of Sensors
2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 2006 View Details |
2006 | 12 | 57.5% |
|
Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
arXiv.org, 2017 View Details |
2017 | 9 | 57.2% |
|
Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models
arXiv.org, 2015 View Details |
2015 | 9 | 57.0% |
|
Finding Social Media Trolls: Dynamic Keyword Selection Methods for Rapidly-Evolving Online Debates
arXiv.org, 2019 View Details |
2019 | 8 | 55.8% |
|
Brain-inspired Robust Vision using Convolutional Neural Networks with Feedback
2019 View Details |
2019 | 8 | 55.8% |
|
Distributed Estimation Via Random Access
IEEE Transactions on Information Theory, 2008 View Details |
2008 | 10 | 55.7% |
|
Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces
arXiv.org, 2020 View Details |
2020 | 8 | 55.6% |
|
A Bayesian Perspective of Convolutional Neural Networks through a Deconvolutional Generative Model
2018 View Details |
2018 | 8 | 55.1% |
|
Neural Rendering Model: Joint Generation and Prediction for Semi-Supervised Learning
arXiv.org, 2018 View Details |
2018 | 8 | 55.1% |
|
The Relationship Between Technical Skills, Cognitive Workload, and Errors During Robotic Surgical Exercises
Journal of endourology, 2021 View Details |
2021 | 7 | 54.8% |
|
Towards Neural Variational Monte Carlo That Scales Linearly with System Size
arXiv.org, 2022 View Details |
2022 | 6 | 54.0% |
|
Summary based structures with improved sublinear recovery for compressed sensing
IEEE International Symposium on Information Theory. Proceedings, 2011 View Details |
2011 | 8 | 52.7% |
|
High-Dimensional Structure Estimation in Ising Models: Tractable Graph Families
arXiv.org, 2011 View Details |
2011 | 8 | 52.7% |
|
Index-based sampling policies for tracking dynamic networks under sampling constraints
2011 Proceedings IEEE INFOCOM, 2011 View Details |
2011 | 8 | 52.7% |
|
Multi Sense Embeddings from Topic Models
International Conference on Natural Language and Speech Processing, 2019 View Details |
2019 | 7 | 52.5% |
|
Energy Efficient Routing for Statistical Inference of Markov Random Fields
Annual Conference on Information Sciences and Systems, 2007 View Details |
2007 | 9 | 52.5% |
|
Detection error exponent for spatially dependent samples in random networks
2009 IEEE International Symposium on Information Theory, 2009 View Details |
2009 | 8 | 51.6% |
|
Guaranteed Scalable Learning of Latent Tree Models
Conference on Uncertainty in Artificial Intelligence, 2014 View Details |
2014 | 7 | 51.4% |
|
In Silico-Based High-Throughput Screen for Discovery of Novel Combinations for Tuberculosis Treatment
Antimicrobial Agents and Chemotherapy, 2015 View Details |
2015 | 7 | 51.4% |
|
Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update
arXiv.org, 2021 View Details |
2021 | 6 | 50.4% |
|
Auditing AI models for Verified Deployment under Semantic Specifications
arXiv.org, 2021 View Details |
2021 | 6 | 50.4% |
|
Cost-performance tradeoff in multi-hop aggregation for statistical inference
2008 IEEE International Symposium on Information Theory, 2008 View Details |
2008 | 7 | 48.2% |
|
Energy Scaling Laws for Distributed Inference in Random Networks
arXiv.org, 2008 View Details |
2008 | 7 | 48.2% |
|
Compression by the signs: distributed learning is a two-way street
International Conference on Learning Representations, 2018 View Details |
2018 | 6 | 48.2% |
|
Provable Learning of Overcomplete Latent Variable Models: Semi-supervised and Unsupervised Settings
arXiv.org, 2014 View Details |
2014 | 6 | 47.9% |
|
Distributed Statistical Inference using Type Based Random Access over Multi-access Fading Channels
Annual Conference on Information Sciences and Systems, 2006 View Details |
2006 | 7 | 46.4% |
|
Improving Adversarial Robustness in 3D Point Cloud Classification via Self-Supervisions
2021 View Details |
2021 | 5 | 45.3% |
|
Nonlinear Quantum Optimization Algorithms via Efficient Ising Model Encodings
2021 View Details |
2021 | 5 | 45.3% |
|
Non-intrusive transaction monitoring using system logs
IEEE/IFIP Network Operations and Management Symposium, 2008 View Details |
2008 | 6 | 44.9% |
|
Beyond LDA: A Unified Framework for Learning Latent Normalized Infinitely Divisible Topic Models through Spectral Methods
arXiv.org, 2016 View Details |
2016 | 5 | 44.0% |
|
Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop 16152)
Dagstuhl Reports, 2016 View Details |
2016 | 5 | 44.0% |
|
Unsupervised learning of transcriptional regulatory networks via latent tree graphical models
arXiv.org, 2016 View Details |
2016 | 5 | 44.0% |
|
Combining Symbolic and Function Evaluation Expressions In Neural Programs
arXiv.org, 2018 View Details |
2018 | 5 | 43.8% |
|
Are You Going to the Party: Depends, Who Else is Coming?: [Learning Hidden Group Dynamics via Conditional Latent Tree Models]
2015 IEEE International Conference on Data Mining, 2014 View Details |
2014 | 5 | 43.7% |
|
Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach
International Joint Conference on Artificial Intelligence, 2020 View Details |
2020 | 5 | 43.3% |
|
Distributionally Robust Learning for Unsupervised Domain Adaptation
arXiv.org, 2020 View Details |
2020 | 5 | 43.3% |
|
Deep Bayesian Quadrature Policy Optimization
AAAI Conference on Artificial Intelligence, 2020 View Details |
2020 | 5 | 43.3% |
|
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design
arXiv.org, 2022 View Details |
2022 | 4 | 41.4% |
|
Polymatrix Competitive Gradient Descent
arXiv.org, 2021 View Details |
2021 | 4 | 38.9% |
|
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments
arXiv.org, 2021 View Details |
2021 | 4 | 38.9% |
|
InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers
arXiv.org, 2019 View Details |
2019 | 4 | 38.6% |
|
A data-driven approach to modeling turbulent decay at non-asymptotic Reynolds numbers
2019 View Details |
2019 | 4 | 38.6% |
|
Tensor Contraction & Regression Networks
2018 View Details |
2018 | 4 | 38.2% |
|
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation
Conference on Uncertainty in Artificial Intelligence, 2020 View Details |
2020 | 4 | 37.5% |
|
Unsupervised Controllable Generation with Self-Training
IEEE International Joint Conference on Neural Network, 2020 View Details |
2020 | 4 | 37.5% |
|
Expert Surgeons and Deep Learning Models Can Predict the Outcome of Surgical Hemorrhage from One Minute of Video
medRxiv, 2022 View Details |
2022 | 3 | 32.6% |
|
Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition
arXiv.org, 2016 View Details |
2016 | 3 | 31.3% |
|
Towards Reducing Labeling Cost in Deep Object Detection
arXiv.org, 2021 View Details |
2021 | 3 | 30.8% |
|
Selectively retrofitting monitoring in distributed systems
Sigmetrics Performance Evaluation Review, 2009 View Details |
2009 | 3 | 29.4% |
|
Integrated Structure and Parameters Learning in Latent Tree Graphical Models
arXiv.org, 2014 View Details |
2014 | 2 | 20.4% |
|
FEAST at Play: Feature ExtrAction using Score function Tensors
FE@NIPS, 2015 View Details |
2015 | 2 | 20.4% |
|
Stochastically Rank-Regularized Tensor Regression Networks
arXiv.org, 2019 View Details |
2019 | 2 | 20.2% |
|
ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia
ACM Multimedia, 2021 View Details |
2021 | 1 | 0.0% |
|
Thompson Sampling for Partially Observable Linear-Quadratic Control
American Control Conference, 2023 View Details |
2023 | 1 | 0.0% |
|
Multi-dimensional Tensor Sketch
arXiv.org, 2019 View Details |
2019 | 1 | 0.0% |
|
FCD: Fast-concurrent-distributed load balancing under switching costs and imperfect observations
2013 Proceedings IEEE INFOCOM, 2013 View Details |
2013 | 1 | 0.0% |
|
Homotopy Method for Tensor Principal Component Analysis
arXiv.org, 2016 View Details |
2016 | 1 | 0.0% |
|
Min-min times in peer-to-peer file sharing networks
2008 46th Annual Allerton Conference on Communication, Control, and Computing, 2008 View Details |
2008 | 1 | 0.0% |
|
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
Neural Information Processing Systems, 2012 View Details |
2012 | 1 | 0.0% |
|
Role of HPC in next-generation AI
International Conference on High Performance Computing, 2020 View Details |
2020 | 1 | 0.0% |
|
Guarantees for Multi-Step Stochastic ADMM in High Dimensions
arXiv.org, 2014 View Details |
2014 | 1 | 0.0% |
|
Limit laws for random spatial graphical models
2010 IEEE International Symposium on Information Theory, 2010 View Details |
2010 | 1 | 0.0% |
|
Appendix: Convolutional Tensor-Train LSTM for Spatio-temporal Learning
2020 View Details |
2020 | 1 | 0.0% |
|
Reinforcement Learning of Contextual MDPs using Spectral Methods
arXiv.org, 2016 View Details |
2016 | 1 | 0.0% |
|
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems
Conference on Learning for Dynamics & Control, 2020 View Details |
2020 | 1 | 0.0% |