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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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2000
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Papers (including subtopics)

Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015 Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds ICML 2015 Distributed Submodular Cover: Succinctly Summarizing Massive Data NeurIPS 2015 Distributionally Robust Logistic Regression NeurIPS 2015 Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NeurIPS 2015 Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015 Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015 Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition RSS 2015 Efficient Learning in Large-Scale Combinatorial Semi-Bandits ICML 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015 Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015 \ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015 Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals CVPR 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Estimating Mixture Models via Mixtures of Polynomials NeurIPS 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015 Exploiting the Separable Structure of SLAM RSS 2015 Explore no more: Improved high-probability regret bounds for non-stochastic bandits NeurIPS 2015 Extending Gossip Algorithms to Distributed Estimation of U-statistics NeurIPS 2015 Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015 Fast Action Proposals for Human Action Detection and Search CVPR 2015