Skip to content
conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Robust Data-Driven Output Feedback Control via Bootstrapped Multiplicative Noise L4DC 2022 Robust Deep Learning from Crowds with Belief Propagation AISTATS 2022 Robust Depth Completion with Uncertainty-Driven Loss Functions AAAI 2022 Robust Direct Learning for Causal Data Fusion ACML 2022 Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks JMLR 2022 Robust Estimation for Random Graphs COLT 2022 Robust Estimation of Laplacian Constrained Gaussian Graphical Models with Trimmed Non-convex Regularization PGM 2022 Robust expected information gain for optimal Bayesian experimental design using ambiguity sets UAI 2022 Robust Federated Learning With Noisy and Heterogeneous Clients CVPR 2022 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees ICML 2022 Robust Generalized Method of Moments: A Finite Sample Viewpoint NeurIPS 2022 Robust Group Synchronization via Quadratic Programming ICML 2022 Robust High-Resolution Video Matting With Temporal Guidance WACV 2022 Robust identifiability in linear structural equation models of causal inference UAI 2022 Robustification of Online Graph Exploration Methods AAAI 2022 Robust Imitation via Mirror Descent Inverse Reinforcement Learning NeurIPS 2022 Robust Kernel Density Estimation with Median-of-Means principle ICML 2022 Robust learning of tractable probabilistic models UAI 2022 Robust Lottery Tickets for Pre-trained Language Models ACL 2022 RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022 Robust Model Selection and Nearly-Proper Learning for GMMs NeurIPS 2022 Robust Multi-Objective Bayesian Optimization Under Input Noise ICML 2022 Robustness and Reliability When Training With Noisy Labels AISTATS 2022 Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022 Robustness Certification of Visual Perception Models via Camera Motion Smoothing CoRL 2022