52 citations · 75 across the 17 of their papers we have counts for
7 papers · 1 filter
Distribution-free tests for lossless feature selection in classification and regression
László Györfi, Tamás Linder, Harro Walk
We study the problem of lossless feature selection for a -dimensional feature vector and label for binary classification as well as nonparametri…
Tree density estimation
László Györfi, Aryeh Kontorovich, Roi Weiss
We study the problem of estimating the density of a random vector in . For a spanning tree defined on the vertex set $\{1,\dot…
Multivariate density estimation from privatised data: universal consistency and minimax rates
László Györfi, Martin Kroll
We revisit the classical problem of nonparametric density estimation but impose local differential privacy constraints. Under such constraints, the original multivariate data $X_1,…
On the consistency of the Kozachenko-Leonenko entropy estimate
Luc Devroye, László Györfi
We revisit the problem of the estimation of the differential entropy of a random vector in with density , assuming that exists and is finite. In this not…
On the measure of Voronoi cells
Luc Devroye, László Györfi, Gábor Lugosi +1
independent random points drawn from a density in define a random Voronoi partition. We study the measure of a typical cell of the partition. We prove that the asympt…
Some Refinements of Large Deviation Tail Probabilities
Laszlo Gyorfi, Peter Harremoes, Gabor Tusnady
We study tail probabilities via some Gaussian approximations. Our results make refinements to large deviation theory. The proof builds on classical results by Bahadur and Rao. Bino…