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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)

The FF Heuristic for Lifted Classical Planning AAAI 2022 The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization NeurIPS 2022 The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization NeurIPS 2022 The Flag Median and FlagIRLS CVPR 2022 The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning ICML 2022 The Geometry of Memoryless Stochastic Policy Optimization in Infinite-Horizon POMDPs ICLR 2022 The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation JMLR 2022 The Hessian Screening Rule NeurIPS 2022 The Metric Distortion of Multiwinner Voting AAAI 2022 The Mirror Langevin Algorithm Converges with Vanishing Bias ALT 2022 Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NeurIPS 2022 Theory of and Experiments on Minimally Invasive Stability Preservation in Changing Two-Sided Matching Markets AAAI 2022 The Pareto Frontier of Instance-Dependent Guarantees in Multi-Player Multi-Armed Bandits with no Communication COLT 2022 The Perils of Learning Before Optimizing AAAI 2022 The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation ICML 2022 The power of first-order smooth optimization for black-box non-smooth problems ICML 2022 The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding IJCAI 2022 The Price of Justified Representation AAAI 2022 The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022 The Query Complexity of Cake Cutting NeurIPS 2022 The Query Complexity of Local Search and Brouwer in Rounds COLT 2022 The query complexity of sampling from strongly log-concave distributions in one dimension COLT 2022 The Role of Interactivity in Structured Estimation COLT 2022 The Secretary Problem with Competing Employers on Random Edge Arrivals AAAI 2022 The Semi-random Likelihood of Doctrinal Paradoxes AAAI 2022