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Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
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Papers (including subtopics)

Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Estimating Mixture Models via Mixtures of Polynomials NeurIPS 2015 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015 Evaluating the statistical significance of biclusters NeurIPS 2015 Evolving GPU Machine Code JMLR 2015 Exact Bayesian Learning of Ancestor Relations in Bayesian Networks AISTATS 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015 Existence and Uniqueness of Proper Scoring Rules JMLR 2015 Exp-Concavity of Proper Composite Losses COLT 2015 Expectation Particle Belief Propagation NeurIPS 2015 Expectation Propagation for Rectified Linear Poisson Regression ACML 2015 Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015 Explore no more: Improved high-probability regret bounds for non-stochastic bandits NeurIPS 2015 Exponential Integration for Hamiltonian Monte Carlo ICML 2015 Extending Gossip Algorithms to Distributed Estimation of U-statistics NeurIPS 2015 Face Flow ICCV 2015 FaLRR: A Fast Low Rank Representation Solver CVPR 2015 Fast 2D Border Ownership Assignment CVPR 2015 Fast Action Proposals for Human Action Detection and Search CVPR 2015 Fast and Accurate Inference of Plackett–Luce Models NeurIPS 2015 Fast and Effective L0 Gradient Minimization by Region Fusion ICCV 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015