93 citations · 93 across the 2 of their papers we have counts for
Showing math.PRShow all
2 papers · 1 filter
math.PR2005★ 93 cited
Moment inequalities for functions of independent random variables
Stephane Boucheron, Olivier Bousquet, Gabor Lugosi +1
A general method for obtaining moment inequalities for functions of independent random variables is presented. It is a generalization of the entropy method which has been used to d…
math.PR2004
Some Local Measures of Complexity of Convex Hulls and Generalization Bounds
Olivier Bousquet, Vladimir Koltchinskii, Dmitry Panchenko
We investigate measures of complexity of function classes based on continuity moduli of Gaussian and Rademacher processes. For Gaussian processes, we obtain bounds on the continuit…