Stanislav Minsker

Available identifiers

zbMath Open minsker.stanislavMaRDI QIDQ487730

List of research outcomes

Publication	Date of Publication	Type
The Geometric Median and Applications to Robust Mean Estimation	2023-07-06	Paper
Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope	2022-10-30	Paper
Median of Means Principle for Bayesian Inference	2022-03-13	Paper
Robust Estimation of Covariance Matrices: Adversarial Contamination and Beyond	2022-03-06	Paper
U-statistics of growing order and sub-Gaussian mean estimators with sharp constants	2022-02-23	Paper
Excess risk bounds in robust empirical risk minimization	2022-02-22	Paper
Robust and efficient mean estimation: an approach based on the properties of self-normalized sums	2022-02-09	Paper
User-friendly covariance estimation for heavy-tailed distributions	2020-02-03	Paper
Distributed statistical estimation and rates of convergence in normal approximation	2020-01-03	Paper
Moment inequalities for matrix-valued U-statistics of order 2	2019-12-12	Paper
Robust modifications of U-statistics and applications to covariance estimation problems	2019-12-05	Paper
Uniform bounds for robust mean estimators	2018-12-09	Paper
Sub-Gaussian estimators of the mean of a random matrix with heavy-tailed entries	2018-10-30	Paper
Structured Signal Recovery From Non-Linear and Heavy-Tailed Measurements	2018-09-19	Paper
Robust and Scalable Bayes via a Median of Subset Posterior Measures	2018-04-17	Paper
On some extensions of Bernstein's inequality for self-adjoint operators	2017-10-06	Paper
Estimation of the covariance structure of heavy-tailed distributions	2017-08-01	Paper
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness	2016-06-06	Paper
Geometric median and robust estimation in Banach spaces	2015-11-01	Paper
Geometric median and robust estimation in Banach spaces	2015-10-30	Paper
\(L_1\)-penalization in functional linear regression with subgaussian design	2015-01-23	Paper
Plug-in Approach to Active Learning	2014-04-01	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

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