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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)

Fast and Robust Hand Tracking Using Detection-Guided Optimization CVPR 2015 Fast Bidirectional Probability Estimation in Markov Models NeurIPS 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Fast Convergence of Regularized Learning in Games NeurIPS 2015 Fast Cross-Validation via Sequential Testing JMLR 2015 Fast Distributed k-Center Clustering with Outliers on Massive Data NeurIPS 2015 Faster Algorithms for Testing under Conditional Sampling COLT 2015 Faster cover trees ICML 2015 Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 Fast Function to Function Regression AISTATS 2015 Fast Lifted MAP Inference via Partitioning NeurIPS 2015 Fast Mixing for Discrete Point Processes COLT 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Kernel Ridge Regression with Statistical Guarantees NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Fast Rates for Exp-concave Empirical Risk Minimization NeurIPS 2015 Fast Rates in Statistical and Online Learning JMLR 2015 Fast Second Order Stochastic Backpropagation for Variational Inference NeurIPS 2015 Fast Two-Sample Testing with Analytic Representations of Probability Measures NeurIPS 2015 Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015 Fighting Bandits with a New Kind of Smoothness NeurIPS 2015 Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015 Finite-Time Analysis of Projected Langevin Monte Carlo NeurIPS 2015 First-order regret bounds for combinatorial semi-bandits COLT 2015