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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
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Papers (including subtopics)

Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NeurIPS 2022 Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries ICML 2022 Efficient Maximal Coding Rate Reduction by Variational Forms CVPR 2022 Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022 Efficient Methods for Non-stationary Online Learning NeurIPS 2022 Efficient Methods for Online Multiclass Logistic Regression ALT 2022 Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation ICML 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022 Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022 Efficient Non-Parametric Optimizer Search for Diverse Tasks NeurIPS 2022 Efficient Online Bayesian Inference for Neural Bandits AISTATS 2022 Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics COLT 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022 Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent NeurIPS 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Efficient Projection-Free Online Convex Optimization with Membership Oracle COLT 2022 Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach ICML 2022 Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022 Efficient Sharpness-aware Minimization for Improved Training of Neural Networks ICLR 2022 Efficient Submodular Optimization under Noise: Local Search is Robust NeurIPS 2022 Efficient Tactile Simulation with Differentiability for Robotic Manipulation CoRL 2022 Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators ICLR 2022 Efficient Training of Low-Curvature Neural Networks NeurIPS 2022 Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022