Stanislav Minsker
8 papers · 2012–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
robust estimation
(2)
regression function
(2)
nonparametric estimation
(2)
posterior distribution
(2)
statistical learning theory
(1)
sparse representation
(1)
dimensionality reduction
(1)
distributed learning
(1)
bayesian inference
(1)
sample complexity
(1)
multi-scale analysis
(1)
covariance matrix
(1)
intrinsic dimension
(1)
generalization error
(1)
linear discriminant analysis
(1)
robust statistics
(1)
deviation bounds
(1)
selective sampling
(1)
statistical estimation
(1)
manifold 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
NeurIPS 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