Authors: Vladimir Koltchinskii Karim Lounici

Citation: Vladimir Koltchinskii et Karim Lounici, NORMAL APPROXIMATION AND CONCENTRATION OF SPECTRAL PROJECTORS OF SAMPLE COVARIANCE, Annals of statistics , 45(1), 2017, pp. 121-157

Authors: Vladimir Koltchinskii Matthias Löffler Richard Nickl

Citation: Vladimir Koltchinskii et al., Efficient estimation of linear functionals of principal components, Annals of statistics , 48(1), 2020, pp. 464-490

Authors: Vladimir Koltchinskii Pedro Rangel

Citation: Vladimir Koltchinskii et Pedro Rangel, LOW RANK ESTIMATION OF SMOOTH KERNELS ON GRAPHS, Annals of statistics , 41(2), 2013, pp. 604-640

Authors: Vladimir Koltchinskii Karim Lounici Alexandre B. Tsybakov

Citation: Vladimir Koltchinskii et al., NUCLEAR-NORM PENALIZATION AND OPTIMAL RATES FOR NOISY LOW-RANK MATRIX COMPLETION, Annals of statistics , 39(5), 2011, pp. 2302-2329

Authors: Vladimir Koltchinskii

Citation: Vladimir Koltchinskii, VON NEUMANN ENTROPY PENALIZATION AND LOW-RANK MATRIX ESTIMATION, Annals of statistics , 39(6), 2011, pp. 2936-2973