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Optimization

14,850 papers (55 classified directly here)

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

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
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2000
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Papers (including subtopics)

Support Recovery in Sparse PCA with Incomplete Data NeurIPS 2022 Symmetry Teleportation for Accelerated Optimization NeurIPS 2022 Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms NeurIPS 2022 Synthesis of Maximally Permissive Strategies for LTLf Specifications IJCAI 2022 Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology ICML 2022 Target alignment in truncated kernel ridge regression NeurIPS 2022 Task-Free Continual Learning via Online Discrepancy Distance Learning NeurIPS 2022 Team Correlated Equilibria in Zero-Sum Extensive-Form Games via Tree Decompositions AAAI 2022 Template based Graph Neural Network with Optimal Transport Distances NeurIPS 2022 Temporal Graph Analysis of Misinformation Spreaders in Social Media COLING 2022 Tensor Wheel Decomposition and Its Tensor Completion Application NeurIPS 2022 Text Style Transfer via Optimal Transport NAACL 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 The AIM and EM Algorithms for Learning from Coarse Data JMLR 2022 The alignment property of SGD noise and how it helps select flat minima: A stability analysis NeurIPS 2022 The Bullets Puzzle: A Paper-and-Pencil Minesweeper AAAI 2022 The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound NeurIPS 2022 The Complexity of Envy-Free Graph Cutting IJCAI 2022 The Complexity of Learning Approval-Based Multiwinner Voting Rules AAAI 2022 The Complexity of Proportionality Degree in Committee Elections AAAI 2022 The Complexity of Subelection Isomorphism Problems AAAI 2022 The Curse of Unrolling: Rate of Differentiating Through Optimization NeurIPS 2022 The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations IJCAI 2022 The Dynamics of Riemannian Robbins-Monro Algorithms COLT 2022 The Fast Kernel Transform AISTATS 2022