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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)

Conditional Accelerated Lazy Stochastic Gradient Descent ICML 2017 Conditions beyond treewidth for tightness of higher-order LP relaxations AISTATS 2017 Confidence Sets with Expected Sizes for Multiclass Classification JMLR 2017 Confident Multiple Choice Learning ICML 2017 Conic Scan-and-Cover algorithms for nonparametric topic modeling NeurIPS 2017 Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017 Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017 Consistency Analysis for Binary Classification Revisited ICML 2017 Consistency, Breakdown Robustness, and Algorithms for Robust Improper Maximum Likelihood Clustering JMLR 2017 Consistent and Efficient Nonparametric Different-Feature Selection AISTATS 2017 Consistent k-Clustering ICML 2017 Consistent On-Line Off-Policy Evaluation ICML 2017 Consistent Robust Regression NeurIPS 2017 Constrained Bayesian Reinforcement Learning via Approximate Linear Programming IJCAI 2017 Constrained Policy Optimization ICML 2017 Constructive Recommendation IJCAI 2017 Context Regularity Indexed by Auditory N1 and P2 Event-Related Potentials Interspeech 2017 Contextual Covariance Matrix Adaptation Evolutionary Strategies IJCAI 2017 Contextual Decision Processes with low Bellman rank are PAC-Learnable ICML 2017 Continuous DR-submodular Maximization: Structure and Algorithms NeurIPS 2017 Contract Design for Energy Demand Response IJCAI 2017 Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization ICML 2017 Convergence Analysis of Two-layer Neural Networks with ReLU Activation NeurIPS 2017 Convergence of Gradient EM on Multi-component Mixture of Gaussians NeurIPS 2017 Convergence Rate of Stochastic k-means AISTATS 2017