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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams AISTATS 2018
An Optimization Approach to Learning Falling Rule Lists AISTATS 2018
Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training AISTATS 2018
Subsampling for Ridge Regression via Regularized Volume Sampling AISTATS 2018
Batch-Expansion Training: An Efficient Optimization Framework AISTATS 2018
Batched Large-scale Bayesian Optimization in High-dimensional Spaces AISTATS 2018
Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018
Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018
A fully adaptive algorithm for pure exploration in linear bandits AISTATS 2018
Contextual Bandits with Stochastic Experts AISTATS 2018
Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms AISTATS 2018
Smooth and Sparse Optimal Transport AISTATS 2018
Robust Maximization of Non-Submodular Objectives AISTATS 2018
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures AISTATS 2018
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach AISTATS 2018
Statistically Efficient Estimation for Non-Smooth Probability Densities AISTATS 2018
Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
Approximate Ranking from Pairwise Comparisons AISTATS 2018
A Stochastic Differential Equation Framework for Guiding Online User Activities in Closed Loop AISTATS 2018
Accelerated Stochastic Mirror Descent: From Continuous-time Dynamics to Discrete-time Algorithms AISTATS 2018
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018
Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018
Provable Estimation of the Number of Blocks in Block Models AISTATS 2018