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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
133
440
1,353
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2000
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Papers (including subtopics)

Self-Explaining Deviations for Coordination NeurIPS 2022 Selling Data To a Machine Learner: Pricing via Costly Signaling ICML 2022 Semi-infinitely Constrained Markov Decision Processes NeurIPS 2022 Semi-relaxed Gromov-Wasserstein divergence and applications on graphs ICLR 2022 Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining AAAI 2022 Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022 Sequential Blocked Matching AAAI 2022 Sequential Information Design: Learning to Persuade in the Dark NeurIPS 2022 Sequential Vaccine Allocation with Delayed Feedback IJCAI 2022 Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022 Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022 SGD with Coordinate Sampling: Theory and Practice JMLR 2022 Shape And Structure Preserving Differential Privacy NeurIPS 2022 Sharp Analysis of Random Fourier Features in Classification AAAI 2022 Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality NeurIPS 2022 Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood ICML 2022 Sharper Rates for Separable Minimax and Finite Sum Optimization via Primal-Dual Extragradient Methods COLT 2022 Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022 Shrub Ensembles for Online Classification AAAI 2022 Signaling in Posted Price Auctions AAAI 2022 Signal Recovery with Non-Expansive Generative Network Priors NeurIPS 2022 Simple and Optimal Greedy Online Contention Resolution Schemes NeurIPS 2022 Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions NeurIPS 2022 Simulation-guided Beam Search for Neural Combinatorial Optimization NeurIPS 2022 Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022