Stanislav Minsker
Stanislav Minsker
Verified email at usc.edu
Title
Cited by
Cited by
Year
Geometric median and robust estimation in Banach spaces
S Minsker
Bernoulli 21 (4), 2308-2335, 2015
1392015
Robust and scalable Bayes via a median of subset posterior measures
S Minsker, S Srivastava, L Lin, DB Dunson
The Journal of Machine Learning Research 18 (1), 4488-4527, 2017
742017
Scalable and robust Bayesian inference via the median posterior
S Minsker, S Srivastava, L Lin, D Dunson
International conference on machine learning, 1656-1664, 2014
732014
On some extensions of Bernstein's inequality for self-adjoint operators
S Minsker
arXiv preprint arXiv:1112.5448, 2011
62*2011
Sub-Gaussian estimators of the mean of a random matrix with heavy-tailed entries
S Minsker
https://arxiv.org/abs/1605.07129, 2016
362016
Plug-in approach to active learning
S Minsker
Journal of Machine Learning Research 13 (Jan), 67-90, 2012
292012
Structured signal recovery from non-linear and heavy-tailed measurements
L Goldstein, S Minsker, X Wei
IEEE Transactions on Information Theory 64 (8), 5513-5530, 2018
262018
Distributed statistical estimation and rates of convergence in normal approximation
S Minsker
Electronic Journal of Statistics 13 (2), 5213-5252, 2019
252019
Multiscale dictionary learning: non-asymptotic bounds and robustness
M Maggioni, S Minsker, N Strawn
The Journal of Machine Learning Research 17 (1), 43-93, 2016
192016
Estimation of the covariance structure of heavy-tailed distributions
X Wei, S Minsker
Advances in Neural Information Processing Systems, 2859-2868, 2017
182017
Active clinical trials for personalized medicine
S Minsker, YQ Zhao, G Cheng
Journal of the American Statistical Association 111 (514), 875-887, 2016
132016
Estimation of extreme values and associated level sets of a regression function via selective sampling
S Minsker
Conference on Learning Theory, 105-121, 2013
102013
Robust modifications of U-statistics and applications to covariance estimation problems
S Minsker, X Wei
Bernoulli 26 (1), 694-727, 2020
92020
Dictionary Learning and Non‐Asymptotic Bounds for Geometric Multi‐Resolution Analysis
M Maggioni, S Minsker, N Strawn
PAMM 14 (1), 1013-1016, 2014
72014
Non-asymptotic bounds for prediction problems and density estimation.
S Minsker
Georgia Institute of Technology, 2012
72012
User-Friendly Covariance Estimation for Heavy-Tailed Distributions: A Survey and Recent Results
Y Ke, S Minsker, Z Ren, Q Sun, WX Zhou
arXiv preprint arXiv:1811.01520, 2018
6*2018
-penalization in functional linear regression with subgaussian design
V Koltchinskii, S Minsker
Journal de l’École polytechnique-Mathématiques 1, 269-330, 2014
52014
Uniform bounds for robust mean estimators
S Minsker
arXiv preprint arXiv:1812.03523, 2018
42018
Geometric multi-resolution analysis for dictionary learning
M Maggioni, S Minsker, N Strawn
Wavelets and Sparsity XVI 9597, 95971C, 2015
32015
Sparse Recovery in Convex Hulls of Infinite Dictionaries.
V Koltchinskii, S Minsker
COLT, 420-432, 2010
32010
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Articles 1–20