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Vladimir Koltchinskii

Identifiers

  • name variant Vladimir Koltchinskii 0.60 · backfill

Papers (32)

  1. Asymptotically Efficient Estimation of Smooth Functionals of Covariance Operators math.ST · 2017 · author #1
  2. Efficient Estimation of Linear Functionals of Principal Components math.ST · 2017 · author #1
  3. Estimation of low rank density matrices: bounds in Schatten norms and other distances stat.ML · 2016 · author #2
  4. New asymptotic results in principal component analysis math.ST · 2016 · author #1
  5. Optimal Estimation of Low Rank Density Matrices stat.ML · 2015 · author #1
  6. Perturbation of linear forms of singular vectors under Gaussian noise math.PR · 2015 · author #1
  7. Normal approximation and concentration of spectral projectors of sample covariance math.ST · 2015 · author #1
  8. Estimation of Low-Rank Covariance Function math.ST · 2015 · author #1
  9. Asymptotics and Concentration Bounds for Bilinear Forms of Spectral Projectors of Sample Covariance math.ST · 2014 · author #1
  10. Concentration Inequalities and Moment Bounds for Sample Covariance Operators math.PR · 2014 · author #1
  11. Bounding the smallest singular value of a random matrix without concentration math.PR · 2013 · author #1
  12. $L_1$-Penalization in Functional Linear Regression with Subgaussian Design math.ST · 2013 · author #1
  13. Sparsity in multiple kernel learning math.ST · 2012 · author #1
  14. Sharp Oracle Inequalities in Low Rank Estimation math.ST · 2012 · author #1
  15. Low rank estimation of smooth kernels on graphs math.ST · 2012 · author #1
  16. Low Rank Estimation of Similarities on Graphs math.ST · 2012 · author #1
  17. Nuclear norm penalization and optimal rates for noisy low rank matrix completion math.ST · 2010 · author #1
  18. Von Neumann Entropy Penalization and Low Rank Matrix Estimation math.ST · 2010 · author #1
  19. The Dantzig selector and sparsity oracle inequalities math.ST · 2009 · author #1
  20. Sparse recovery in convex hulls via entropy penalization math.ST · 2009 · author #1
  21. Integral curves of noisy vector fields and statistical problems in diffusion tensor imaging: nonparametric kernel estimation and hypotheses testing math.ST · 2007 · author #1
  22. 2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization math.ST · 2007 · author #1
  23. Rejoinder: 2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization math.ST · 2007 · author #1
  24. High Dimensional Probability math.PR · 2006 · author #2
  25. Empirical graph Laplacian approximation of Laplace--Beltrami operators: Large sample results math.PR · 2006 · author #2
  26. Concentration inequalities and asymptotic results for ratio type empirical processes math.PR · 2006 · author #2
  27. Weighted uniform consistency of kernel density estimators math.PR · 2004 · author #2
  28. Complexities of convex combinations and bounding the generalization error in classification math.PR · 2004 · author #1
  29. Bounding the generalization error of convex combinations of classifiers: balancing the dimensionality and the margins math.PR · 2004 · author #1
  30. Empirical margin distributions and bounding the generalization error of combined classifiers math.PR · 2004 · author #1
  31. Some Local Measures of Complexity of Convex Hulls and Generalization Bounds math.PR · 2004 · author #2
  32. Rademacher processes and bounding the risk of function learning math.PR · 2004 · author #1

Mentions

  • 1405.2468 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1312.3580 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1307.8137 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1211.2998 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1210.1144 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1207.4819 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1205.1868 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1011.6256 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 1009.2439 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 0909.0861 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 0905.2078 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 0710.3509 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 0708.0135 #1 · backfill · confidence 0.70 Vladimir Koltchinskii
  • 0708.0083 #1 · backfill · confidence 0.70 Vladimir Koltchinskii

Frequent Coauthors