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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)

Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019
Wasserstein regularization for sparse multi-task regression AISTATS 2019
Projection Free Online Learning over Smooth Sets AISTATS 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019
Gain estimation of linear dynamical systems using Thompson Sampling AISTATS 2019
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019
Stochastic algorithms with descent guarantees for ICA AISTATS 2019
Sample Complexity of Sinkhorn Divergences AISTATS 2019
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019
Differentially Private Online Submodular Minimization AISTATS 2019
Finding the bandit in a graph: Sequential search-and-stop AISTATS 2019
Data-dependent compression of random features for large-scale kernel approximation AISTATS 2019
Large-Margin Classification in Hyperbolic Space AISTATS 2019
MaxHedge: Maximizing a Maximum Online AISTATS 2019
Towards Optimal Transport with Global Invariances AISTATS 2019
Lovasz Convolutional Networks AISTATS 2019
Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature AISTATS 2019
Projection-Free Bandit Convex Optimization AISTATS 2019
Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019
Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019
The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees AISTATS 2019
Regularized Contextual Bandits AISTATS 2019
Matroids, Matchings, and Fairness AISTATS 2019