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Vladimir Koltchinskii

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Publications

35

Citations

3.8K

H-Index

25

Active since

1994

Affiliations

University of New Mexico(Current)

Georgia Institute of Technology

University of Connecticut

University of Naples Federico II

Michigan State University

Vladimir Koltchinskii is an author at University of New Mexico specializing in mathematics, natural sciences, and probability theory.

Publications per year

1994–2016

35

Publications

35

Nuclear norm penalization and optimal rates for noisy low rank matrix\n completion

Vladimir Koltchinskii, Alexandre B. Tsybakov, Karim Lounici · arXiv (Cornell University) · 2010 · 646 citations · Full text

Computing, Computer Science, Mathematics +14

Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifiers

Vladimir Koltchinskii, Dmitry Panchenko · The Annals of Statistics · 2002 · 475 citations · Full text

Computing, Computer Science, Mathematics +17

Local Rademacher complexities and oracle inequalities in risk minimization

Vladimir Koltchinskii · The Annals of Statistics · 2006 · 393 citations · Full text

Natural Sciences, Mathematics, Probability Theory +10

Rademacher penalties and structural risk minimization

Vladimir Koltchinskii · IEEE Transactions on Information Theory · 2001 · 380 citations

Natural Sciences, Mathematics, Machine Learning +10

Sparsity in multiple kernel learning

Vladimir Koltchinskii, Ming Yuan · The Annals of Statistics · 2010 · 198 citations · Full text

Computing, Data Science, Machine Learning +15

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