Stanislav Minsker

18 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation.
J. Mach. Learn. Res.
Stanislav Minsker, Mohamed Ndaoud, Yiqiu Shen
2025 J jnl
Generalized median of means principle for Bayesian inference.
Mach. Learn.
Stanislav Minsker, Shunan Yao
2024 J jnl
Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope.
SIAM J. Math. Data Sci.
Stanislav Minsker, Mohamed Ndaoud, Lang Wang
2024 J jnl
The Geometric Median and Applications to Robust Mean Estimation.
SIAM J. Math. Data Sci.
Stanislav Minsker, Nate Strawn
2023 A* conf
Efficient median of means estimator.
COLT
Stanislav Minsker
2019 J jnl
Excess risk bounds in robust empirical risk minimization.
CoRR
Stanislav Minsker, Timothée Mathieu
2018 J jnl
Structured Signal Recovery From Non-Linear and Heavy-Tailed Measurements.
IEEE Trans. Inf. Theory
Larry Goldstein, Stanislav Minsker, Xiaohan Wei
2017 J jnl
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation.
CoRR
Stanislav Minsker, Nate Strawn
2017 — conf
Estimation of the covariance structure of heavy-tailed distributions.
NIPS
Xiaohan Wei, Stanislav Minsker
2017 J jnl
Robust and Scalable Bayes via a Median of Subset Posterior Measures.
J. Mach. Learn. Res.
Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2016 J jnl
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness.
J. Mach. Learn. Res.
Mauro Maggioni, Stanislav Minsker, Nate Strawn
2014 J jnl
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2014 J jnl
Robust and scalable Bayes via a median of subset posterior measures.
CoRR
Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2014 A* conf
Scalable and Robust Bayesian Inference via the Median Posterior.
ICML
Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2013 A* conf
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling.
COLT
Stanislav Minsker
2012 — —
Non-asymptotic bounds for prediction problems and density estimation.
Stanislav Minsker
2012 J jnl
Plug-in Approach to Active Learning.
J. Mach. Learn. Res.
Stanislav Minsker
2011 J jnl
Plug-in Approach to Active Learning
CoRR
Stanislav Minsker