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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)

Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022
A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence AISTATS 2022
Towards Federated Bayesian Network Structure Learning with Continuous Optimization AISTATS 2022
Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence AISTATS 2022
On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints AISTATS 2022
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization AISTATS 2022
Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022
Debiasing Samples from Online Learning Using Bootstrap AISTATS 2022
Convergence of online k-means AISTATS 2022
Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity AISTATS 2022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization AISTATS 2022
Optimal estimation of Gaussian DAG models AISTATS 2022
Improved Approximation Algorithms for Individually Fair Clustering AISTATS 2022
Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022
Best Arm Identification with Safety Constraints AISTATS 2022
On the complexity of the optimal transport problem with graph-structured cost AISTATS 2022
Second-Order Sensitivity Analysis for Bilevel Optimization AISTATS 2022
On Learning Mixture Models with Sparse Parameters AISTATS 2022
Fast Sparse Classification for Generalized Linear and Additive Models AISTATS 2022
Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise AISTATS 2022
Sample Complexity of Robust Reinforcement Learning with a Generative Model AISTATS 2022
Exact Community Recovery over Signed Graphs AISTATS 2022