Stanislav Minsker
8 papers · 2012–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (13) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(21)
π
Interdisciplinary Bridge
πΊ
Lone Wolf
(3)
π
Keyword Champion
(2)
π
Trend Setter
Conferences
JMLR (4)
COLT (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
regression function
(2)
robust estimation
(2)
nonparametric estimation
(2)
posterior distribution
(2)
statistical learning theory
(1)
sparse representation
(1)
dimensionality reduction
(1)
bayesian inference
(1)
distributed learning
(1)
covariance matrix
(1)
intrinsic dimension
(1)
selective sampling
(1)
linear discriminant analysis
(1)
generalization error
(1)
deviation bounds
(1)
robust statistics
(1)
statistical estimation
(1)
outlier robustness
(1)
manifold learning
(1)
active learning
(1)
Papers
Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation
JMLR 2025
Efficient median of means estimator
COLT 2023
Estimation of the covariance structure of heavy-tailed distributions
NIPS 2017
Robust and Scalable Bayes via a Median of Subset Posterior Measures
JMLR 2017
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness
JMLR 2016
Scalable and Robust Bayesian Inference via the Median Posterior
ICML 2014
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling
COLT 2013
Plug-in Approach to Active Learning
JMLR 2012