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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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'25

Papers (including subtopics)

Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation ACML 2015 Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015 Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches CVPR 2015 Response-Based Approachability with Applications to Generalized No-Regret Problems JMLR 2015 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Revenue Optimization against Strategic Buyers NeurIPS 2015 Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity CVPR 2015 Riemannian Coding and Dictionary Learning: Kernels to the Rescue CVPR 2015 Risk and Regret of Hierarchical Bayesian Learners ICML 2015 Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm JMLR 2015 Robust Camera Location Estimation by Convex Programming CVPR 2015 Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 2015 Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso NeurIPS 2015 Robust Image Alignment With Multiple Feature Descriptors and Matching-Guided Neighborhoods CVPR 2015 Robust Manhattan Frame Estimation From a Single RGB-D Image CVPR 2015 Robust Multiple Homography Estimation: An Ill-Solved Problem CVPR 2015 Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction ACML 2015 Robust Non-Rigid Motion Tracking and Surface Reconstruction Using L0 Regularization ICCV 2015 Robust Nonrigid Registration by Convex Optimization ICCV 2015 Robust partially observable Markov decision process ICML 2015 Robust PCA with compressed data NeurIPS 2015 Robust Portfolio Optimization NeurIPS 2015 Robust Regression via Hard Thresholding NeurIPS 2015 Robust sketching for multiple square-root LASSO problems AISTATS 2015 Robust Spectral Inference for Joint Stochastic Matrix Factorization NeurIPS 2015