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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)

Lightning-speed Structure Learning of Nonlinear Continuous Networks AISTATS 2012 Link Prediction in Graphs with Autoregressive Features NeurIPS 2012 Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning JMLR 2012 MAP Inference in Chains using Column Generation NeurIPS 2012 Matrix reconstruction with the local max norm NeurIPS 2012 MCMC for continuous-time discrete-state systems NeurIPS 2012 Memory-efficient inference in dynamic graphical models using multiple cores AISTATS 2012 Minimal Coordinate Formulation of Contact Dynamics in Operational Space RSS 2012 Minimax Manifold Estimation JMLR 2012 Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NeurIPS 2012 Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming JMLR 2012 Minimization of Continuous Bethe Approximations: A Positive Variation NeurIPS 2012 Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NeurIPS 2012 Minimizing Uncertainty in Pipelines NeurIPS 2012 Mirror Descent Meets Fixed Share (and feels no regret) NeurIPS 2012 Multi-armed Bandit Problems with History AISTATS 2012 Multiclass Learning with Simplex Coding NeurIPS 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Multi Kernel Learning with Online-Batch Optimization JMLR 2012 Multi-objective Monte-Carlo Tree Search ACML 2012 Multiple Operator-valued Kernel Learning NeurIPS 2012 Multiresolution analysis on the symmetric group NeurIPS 2012 Multi-Stage Multi-Task Feature Learning NeurIPS 2012 Multi-Task Averaging NeurIPS 2012 Near-Optimal Algorithms for Online Matrix Prediction COLT 2012