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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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440
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2000
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Papers (including subtopics)

Controllability of Control Argumentation Frameworks IJCAI 2020 Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling AISTATS 2020 Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization ICML 2020 Convergence of Opinion Diffusion is PSPACE-Complete AAAI 2020 Convergence Rates for the Stochastic Gradient Descent Method for Non-Convex Objective Functions JMLR 2020 Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization ACML 2020 Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models AISTATS 2020 Convergence Rates of Smooth Message Passing with Rounding in Entropy-Regularized MAP Inference AISTATS 2020 Convexity of b-matching Games IJCAI 2020 Convex optimization based on global lower second-order models NeurIPS 2020 Cooperative Multi-player Bandit Optimization NeurIPS 2020 Cooperative Online Learning: Keeping your Neighbors Updated ALT 2020 CO-Optimal Transport NeurIPS 2020 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 Coordination without communication: optimal regret in two players multi-armed bandits COLT 2020 COPT: Coordinated Optimal Transport on Graphs NeurIPS 2020 CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020 CORE: Automatic Molecule Optimization Using Copy & Refine Strategy AAAI 2020 Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples UAI 2020 Coresets for Near-Convex Functions NeurIPS 2020 Correlation Clustering with Asymmetric Classification Errors ICML 2020 Correlation Robust Influence Maximization NeurIPS 2020 Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020 Costly Zero Order Oracles COLT 2020 COT-GAN: Generating Sequential Data via Causal Optimal Transport NeurIPS 2020