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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)

SnapBoost: A Heterogeneous Boosting Machine NeurIPS 2020 Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms JMLR 2020 Social Ranking Manipulability for the CP-Majority, Banzhaf and Lexicographic Excellence Solutions IJCAI 2020 Sol: Fast Distributed Computation Over Slow Networks NSDI 2020 Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers NeurIPS 2020 Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020 Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020 Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020 Solving Set Cover and Dominating Set via Maximum Satisfiability AAAI 2020 Solving Sum-of-Costs Multi-Agent Pathfinding with Answer-Set Programming AAAI 2020 Sonnet Combinatorics with OuPoCo COLING 2020 SPAN: A Stochastic Projected Approximate Newton Method AAAI 2020 Sparse Convex Optimization via Adaptively Regularized Hard Thresholding ICML 2020 Sparse Layered Graphs for Multi-Object Segmentation CVPR 2020 Sparseness-Aware DOA Estimation with Majorization Minimization Interspeech 2020 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020 Sparse Symplectically Integrated Neural Networks NeurIPS 2020 Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020 Sparsified Linear Programming for Zero-Sum Equilibrium Finding ICML 2020 Spatial Resolution of Early Reflection for Speech and White Noise Interspeech 2020 Spectral bandits JMLR 2020 Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence ICML 2020 Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities IJCAI 2020 SP-PIFO: Approximating Push-In First-Out Behaviors using Strict-Priority Queues NSDI 2020 Spread Divergence ICML 2020