332 citations · 332 across the 2 of their papers we have counts for
2 papers
math.ST2009
Sparse classification boundaries
Yuri I. Ingster, Christophe Pouet, Alexandre B. Tsybakov
Given a training sample of size from a -dimensional population, we wish to allocate a new observation to this population or to the noise. We suppose that the dif…
math.ST2007★ 332 cited
Fast learning rates for plug-in classifiers
Jean-Yves Audibert, Alexandre B. Tsybakov
It has been recently shown that, under the margin (or low noise) assumption, there exist classifiers attaining fast rates of convergence of the excess Bayes risk, that is, rates fa…