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)

Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios ICLR 2025 Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes ICLR 2025 Optimal Planning to Coordinate Science Data Collection and Downlink for a Constellation of Agile Satellites with Limited Storage IJCAI 2025 Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions JMLR 2025 Optimal Robust Estimation under Local and Global Corruptions: Stronger Adversary and Smaller Error COLT 2025 Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning JMLR 2025 Optimal Scheduling of Dynamic Transport COLT 2025 Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization ICLR 2025 Optimal subsampling for high-dimensional partially linear models via machine learning methods JMLR 2025 Optimal Task Order for Continual Learning of Multiple Tasks ICML 2025 Optimal Transfer Learning for Missing Not-at-Random Matrix Completion ICML 2025 Optimal Transport Alignment of User Preferences from Ratings and Texts UAI 2025 Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization ICML 2025 Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization ACL 2025 Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing ICCV 2025 Optimal Transport for Probabilistic Circuits UAI 2025 Optimal Transport for Time Series Imputation ICLR 2025 Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect ICML 2025 Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design ICLR 2025 Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints AISTATS 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 Optimization for Neural Operators can Benefit from Width ICML 2025 Optimization Over a Probability Simplex JMLR 2025