Minsker, Stanislav

9 publications

JMLR 2025 Classification in the High Dimensional Anisotropic Mixture Framework: A New Take on Robust Interpolation Stanislav Minsker, Mohamed Ndaoud, Yiqiu Shen

MLJ 2025 Generalized Median of Means Principle for Bayesian Inference Stanislav Minsker, Shunan Yao

COLT 2023 Efficient Median of Means Estimator Stanislav Minsker

NeurIPS 2017 Estimation of the Covariance Structure of Heavy-Tailed Distributions Xiaohan Wei, Stanislav Minsker

JMLR 2017 Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson

JMLR 2016 Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness Mauro Maggioni, Stanislav Minsker, Nate Strawn

ICML 2014 Scalable and Robust Bayesian Inference via the Median Posterior Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David Dunson

COLT 2013 Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling Stanislav Minsker

JMLR 2012 Plug-in Approach to Active Learning Stanislav Minsker