3 citations · 7 across the 6 of their papers we have counts for
6 papers
On the Strong Law of Large Numbers under Sublinear Expectations
I. V. Kozlov
A strong law of large numbers (SLLN) for sublinear expectation under a certain integrability condition is proved. It is shown that the proposed integrability condition is weaker th…
On strong law of large numbers for non identically distributed random variables
I. V. Kozlov, A. Yu. Veretennikov
A new version of a strong law of large numbers for a ``good'' pairwise independent sequence of random variables (r.v.'s) with a small part of ``bad'' dependent r.v.'s is proposed.…
Fast greedy algorithm for subspace clustering from corrupted and incomplete data
Alexander Petukhov, Inna Kozlov
We describe the Fast Greedy Sparse Subspace Clustering (FGSSC) algorithm providing an efficient method for clustering data belonging to a few low-dimensional linear or affine subsp…
Greedy Approach for Subspace Clustering from Corrupted and Incomplete Data
Alexander Petukhov, Inna Kozlov
We describe the Greedy Sparse Subspace Clustering (GSSC) algorithm providing an efficient method for clustering data belonging to a few low-dimensional linear or affine subspaces f…
Correcting Errors in Linear Measurements and Compressed Sensing of Multiple Sources
Alexander Petukhov, Inna Kozlov
We present an algorithm for finding sparse solutions of the system of linear equations with rectangular matrices of size , where , when…
Greedy Approach for Low-Rank Matrix Recovery
Alexander Petukhov, Inna Kozlov
We describe the Simple Greedy Matrix Completion Algorithm providing an efficient method for restoration of low-rank matrices from incomplete corrupted entries. We provide numerical…