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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
1,441
2000
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Papers (including subtopics)

On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions JMLR 2017 On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017 On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution CVPR 2017 On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017 On the Kernelization of Global Constraints IJCAI 2017 On the Optimization Landscape of Tensor Decompositions NeurIPS 2017 On The Projection Operator to A Three-view Cardinality Constrained Set ICML 2017 Open Problem: First-Order Regret Bounds for Contextual Bandits COLT 2017 Open Problem: Meeting Times for Learning Random Automata COLT 2017 Operation Frames and Clubs in Kidney Exchange IJCAI 2017 Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017 Optimal and Adaptive Off-policy Evaluation in Contextual Bandits ICML 2017 Optimal Dictionary for Least Squares Representation JMLR 2017 Optimal Escape Interdiction on Transportation Networks IJCAI 2017 Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017 Optimal Shrinkage of Singular Values Under Random Data Contamination NeurIPS 2017 Optimistic Planning for the Stochastic Knapsack Problem AISTATS 2017 Optimized Pre-Processing for Discrimination Prevention NeurIPS 2017 Optimized Time Series Filters for Detecting Laughter and Filler Events Interspeech 2017 Optimizing Differentiable Relaxations of Coreference Evaluation Metrics CoNLL 2017 Optimizing Ratio of Monotone Set Functions IJCAI 2017 Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017 Oracle Summaries of Compressive Summarization ACL 2017 Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017 Order Statistics for Probabilistic Graphical Models IJCAI 2017