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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)

A Practical Scheme and Fast Algorithm to Tune the Lasso With Optimality Guarantees JMLR 2016 A primal-dual method for conic constrained distributed optimization problems NeurIPS 2016 A Probabilistic Framework for Color-Based Point Set Registration CVPR 2016 A Probabilistic Framework for Deep Learning NeurIPS 2016 A Probabilistic Model of Social Decision Making based on Reward Maximization NeurIPS 2016 A Pseudo-Bayesian Algorithm for Robust PCA NeurIPS 2016 A Random Matrix Approach to Echo-State Neural Networks ICML 2016 A ranking approach to global optimization ICML 2016 Architectural Complexity Measures of Recurrent Neural Networks NeurIPS 2016 Are Random Forests Truly the Best Classifiers? JMLR 2016 ARET — Automatic Reading of Educational Texts for Visually Impaired Students Interspeech 2016 A scaled Bregman theorem with applications NeurIPS 2016 A Self-Correcting Variable-Metric Algorithm for Stochastic Optimization ICML 2016 A Simple Practical Accelerated Method for Finite Sums NeurIPS 2016 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions Interspeech 2016 Assessing Level-Dependent Segmental Contribution to the Intelligibility of Speech Processed by Single-Channel Noise-Suppression Algorithms Interspeech 2016 Assortment Optimization Under the Mallows model NeurIPS 2016 A state-space model of cross-region dynamic connectivity in MEG/EEG NeurIPS 2016 A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares JMLR 2016 A Strategy for Ranking Optimization Methods using Multiple Criteria AutoML 2016 Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning COLT 2016 Asynchronous Parallel Greedy Coordinate Descent NeurIPS 2016 Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING 2016 A Template-Based Approach for Speech Synthesis Intonation Generation Using LSTMs Interspeech 2016