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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 Non-convex Optimization: Submodular Maximization over Continuous Domains AISTATS 2017 Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017 Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Heterogeneous Sensor Fusion for Accurate State Estimation of Dynamic Legged Robots RSS 2017 Heuristic Online Goal Recognition in Continuous Domains IJCAI 2017 Hierarchical Clustering via Spreading Metrics JMLR 2017 Hierarchical Task Network Planning with Task Insertion and State Constraints IJCAI 2017 High Dimensional Bayesian Optimization using Dropout IJCAI 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NeurIPS 2017 Hit-and-Run for Sampling and Planning in Non-Convex Spaces AISTATS 2017 Homotopy Analysis for Tensor PCA COLT 2017 How to Escape Saddle Points Efficiently ICML 2017 HSfM: Hybrid Structure-from-Motion CVPR 2017 Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017 Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017 Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L_1-norms AISTATS 2017 Identifying Outlier Arms in Multi-Armed Bandit NeurIPS 2017 Identify the Nash Equilibrium in Static Games with Random Payoffs ICML 2017 I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space IJCAI 2017 Ignoring Is a Bliss: Learning with Large Noise Through Reweighting-Minimization COLT 2017 Image Gradient-based Joint Direct Visual Odometry for Stereo Camera IJCAI 2017 Improved Dynamic Regret for Non-degenerate Functions NeurIPS 2017 Improved Strongly Adaptive Online Learning using Coin Betting AISTATS 2017 Improving Gibbs Sampler Scan Quality with DoGS ICML 2017