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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)

Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020
General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020
Gaussian Sketching yields a J-L Lemma in RKHS AISTATS 2020
Stochastic Recursive Variance-Reduced Cubic Regularization Methods AISTATS 2020
One Sample Stochastic Frank-Wolfe AISTATS 2020
A Robust Univariate Mean Estimator is All You Need AISTATS 2020
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data AISTATS 2020
Optimal Algorithms for Multiplayer Multi-Armed Bandits AISTATS 2020
Optimal Deterministic Coresets for Ridge Regression AISTATS 2020
Multi-level Gaussian Graphical Models Conditional on Covariates AISTATS 2020
Variational Optimization on Lie Groups, with Examples of Leading (Generalized) Eigenvalue Problems AISTATS 2020
Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes AISTATS 2020
Scalable Nonparametric Factorization for High-Order Interaction Events AISTATS 2020
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020
Sublinear Optimal Policy Value Estimation in Contextual Bandits AISTATS 2020
Budget-Constrained Bandits over General Cost and Reward Distributions AISTATS 2020
Measuring Mutual Information Between All Pairs of Variables in Subquadratic Complexity AISTATS 2020
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints AISTATS 2020
Accelerated Factored Gradient Descent for Low-Rank Matrix Factorization AISTATS 2020
Graph Coarsening with Preserved Spectral Properties AISTATS 2020
Revisiting Stochastic Extragradient AISTATS 2020
A Framework for Sample Efficient Interval Estimation with Control Variates AISTATS 2020
Leverage Score Sampling for Faster Accelerated Regression and ERM ALT 2020
On Learnability wih Computable Learners ALT 2020
Optimal $δ$-Correct Best-Arm Selection for Heavy-Tailed Distributions ALT 2020