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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)

Fixed-point algorithms for learning determinantal point processes ICML 2015 Flexible High-Dimensional Classification Machines and Their Asymptotic Properties JMLR 2015 Following the Perturbed Leader for Online Structured Learning ICML 2015 FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation ICCV 2015 Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees NeurIPS 2015 Frequency-Based Environment Matting by Compressive Sensing ICCV 2015 From Averaging to Acceleration, There is Only a Step-size COLT 2015 Gamma Processes, Stick-Breaking, and Variational Inference AISTATS 2015 GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015 Generalization error bounds for learning to rank: Does the length of document lists matter? ICML 2015 Generalization in Adaptive Data Analysis and Holdout Reuse NeurIPS 2015 Generalized Linear Models for Aggregated Data AISTATS 2015 Generalized Mixability via Entropic Duality COLT 2015 Generalized Tensor Total Variation Minimization for Visual Data Recovery CVPR 2015 Generalized Video Deblurring for Dynamic Scenes CVPR 2015 Generative Moment Matching Networks ICML 2015 Geometry-Aware Deep Transform ICCV 2015 Global Convergence of Online Limited Memory BFGS JMLR 2015 Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015 Global, Dense Multiscale Reconstruction for a Billion Points ICCV 2015 Global Multi-armed Bandits with Hölder Continuity AISTATS 2015 Global Refinement of Random Forest CVPR 2015 Global Structure-From-Motion by Similarity Averaging ICCV 2015 Good Features to Track for Visual SLAM CVPR 2015