Spokoiny, Vladimir

5 publications

JMLR 2022 Structure-Adaptive Manifold Estimation Nikita Puchkin, Vladimir Spokoiny

JMLR 2016 Convergence of an Alternating Maximization Procedure Andreas Andresen, Vladimir Spokoiny

JMLR 2008 A New Algorithm for Estimating the Effective Dimension-Reduction Subspace Arnak S. Dalalyan, Anatoly Juditsky, Vladimir Spokoiny

JMLR 2006 In Search of Non-Gaussian Components of a High-Dimensional Distribution Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller

NeurIPS 2005 Non-Gaussian Component Analysis: A Semi-Parametric Framework for Linear Dimension Reduction Gilles Blanchard, Masashi Sugiyama, Motoaki Kawanabe, Vladimir Spokoiny, Klaus-Robert Müller