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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)

Robust computation of optimal transport by $β$-potential regularization ACML 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
CVaR-Regret Bounds for Multi-armed Bandits ACML 2022
Learning with Interactive Models over Decision-Dependent Distributions ACML 2022
On Linear Model with Markov Signal Priors AISTATS 2022
Norm-Agnostic Linear Bandits AISTATS 2022
Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums AISTATS 2022
Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022
k-experts - Online Policies and Fundamental Limits AISTATS 2022
Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity AISTATS 2022
Multi-armed Bandit Algorithm against Strategic Replication AISTATS 2022
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations AISTATS 2022
A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy AISTATS 2022
Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022
Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback AISTATS 2022
Identity Testing of Reversible Markov Chains AISTATS 2022
Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022
A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo AISTATS 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models AISTATS 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022