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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)

Optimal Exploitation of Clustering and History Information in Multi-armed Bandit IJCAI 2019 Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information AAAI 2019 Optimality Implies Kernel Sum Classifiers are Statistically Efficient ICML 2019 Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning ICML 2019 Optimal Learning of Mallows Block Model COLT 2019 Optimal Mini-Batch and Step Sizes for SAGA ICML 2019 Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019 Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter ACML 2019 Optimal Policies for Observing Time Series and Related Restless Bandit Problems JMLR 2019 Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer NeurIPS 2019 Optimal Sparse Decision Trees NeurIPS 2019 Optimal Sparsity-Sensitive Bounds for Distributed Mean Estimation NeurIPS 2019 Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up NeurIPS 2019 Optimal Stochastic and Online Learning with Individual Iterates NeurIPS 2019 Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length AAAI 2019 Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization COLT 2019 Optimal Testing in the Experiment-rich Regime AISTATS 2019 Optimal Transport: Fast Probabilistic Approximation with Exact Solvers JMLR 2019 Optimal Transport for Multi-source Domain Adaptation under Target Shift AISTATS 2019 Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models ICLR 2019 Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation NeurIPS 2019 Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile ICLR 2019 Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions NeurIPS 2019 Optimization of False Acceptance/Rejection Rates and Decision Threshold for End-to-End Text-Dependent Speaker Verification Systems Interspeech 2019 Optimization of Inf-Convolution Regularized Nonconvex Composite Problems AISTATS 2019