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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
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2000
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Papers (including subtopics)

Multi-armed Bandits with Compensation NeurIPS 2018 Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018 Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Multi-Objective Optimization Through Pareto Minimal Correction Subsets IJCAI 2018 Multi-Path Transport for RDMA in Datacenters NSDI 2018 {Multi-Player Bandits Revisited} ALT 2018 Multiplicative Weights Updates with Constant Step-Size in Graphical Constant-Sum Games NeurIPS 2018 Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search IJCAI 2018 Multi-scale Nystrom Method AISTATS 2018 Multi-Scale Weighted Nuclear Norm Image Restoration CVPR 2018 Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming NAACL 2018 Multi-talker Speech Separation Based on Permutation Invariant Training and Beamforming Interspeech 2018 Multiwinner Voting with Fairness Constraints IJCAI 2018 Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness IJCAI 2018 Natasha 2: Faster Non-Convex Optimization Than SGD NeurIPS 2018 Nearly Optimal Robust Subspace Tracking ICML 2018 Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes NeurIPS 2018 Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection RSS 2018 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018 Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models NeurIPS 2018 Negotiation Strategies for Agents with Ordinal Preferences IJCAI 2018