261 citations · 457 across the 24 of their papers we have counts for
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math.PR2011
On Some Extensions of Bernstein's Inequality for Self-adjoint Operators
Stanislav Minsker
We present some extensions of Bernstein's concentration inequality for random matrices. This inequality has become a useful and powerful tool for many problems in statistics, signa…
math.ST2011★ 7 cited
Plug-in Approach to Active Learning
Stanislav Minsker
We present a new active learning algorithm based on nonparametric estimators of the regression function. Our investigation provides probabilistic bounds for the rates of convergenc…