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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)

Guaranteed Matrix Completion Under Multiple Linear Transformations CVPR 2019 Guiding the One-to-One Mapping in CycleGAN via Optimal Transport AAAI 2019 Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication AISTATS 2019 Hamiltonian descent for composite objectives NeurIPS 2019 Heavy-ball Algorithms Always Escape Saddle Points IJCAI 2019 Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019 Hierarchical Optimal Transport for Document Representation NeurIPS 2019 Hierarchical Optimal Transport for Multimodal Distribution Alignment NeurIPS 2019 High Dimensional Bayesian Optimization via Supervised Dimension Reduction IJCAI 2019 High-Dimensional Optimization in Adaptive Random Subspaces NeurIPS 2019 Highly Parallelized Data-Driven MPC for Minimal Intervention Shared Control RSS 2019 HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019 Hiring Under Uncertainty ICML 2019 HJB Optimal Feedback Control with Deep Differential Value Functions and Action Constraints CoRL 2019 Homomorphic Sensing ICML 2019 How Similar Are Two Elections? AAAI 2019 How to Tame Your Anticipatory Algorithm IJCAI 2019 HyperAdam: A Learnable Task-Adaptive Adam for Network Training AAAI 2019 Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019 Identifying vulnerabilities in trust and reputation systems IJCAI 2019 Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization ICCV 2019 Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars NAACL 2019 Implicit Regularization for Optimal Sparse Recovery NeurIPS 2019 Implicit Regularization of Accelerated Methods in Hilbert Spaces NeurIPS 2019 Improved Convergence for ℓ_1 and ℓ_∞ Regression via Iteratively Reweighted Least Squares ICML 2019