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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)

Minimax Time Series Prediction NeurIPS 2015 Minimizing Nonconvex Non-Separable Functions AISTATS 2015 Minimum Weight Perfect Matching via Blossom Belief Propagation NeurIPS 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path NeurIPS 2015 Model-Based Relative Entropy Stochastic Search NeurIPS 2015 Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015 Monotone k-Submodular Function Maximization with Size Constraints NeurIPS 2015 Motion Planning for Unlabeled Discs with Optimality Guarantees RSS 2015 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 MRF Optimization by Graph Approximation CVPR 2015 Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NeurIPS 2015 Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015 Near-optimal max-affine estimators for convex regression AISTATS 2015 Nested Sequential Monte Carlo Methods ICML 2015 Network Granger Causality with Inherent Grouping Structure JMLR 2015 New Insights Into Laplacian Similarity Search CVPR 2015 Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma NeurIPS 2015 Non-convex Statistical Optimization for Sparse Tensor Graphical Model NeurIPS 2015 On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015 On Elicitation Complexity NeurIPS 2015 On Greedy Maximization of Entropy ICML 2015 On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015 Online Density Estimation of Bradley-Terry Models COLT 2015 Online Gradient Boosting NeurIPS 2015