250 citations · 383 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2008★ 250 cited
A Kernel Method for the Two-Sample Problem
Arthur Gretton, Karsten Borgwardt, Malte J. Rasch +2
We propose a framework for analyzing and comparing distributions, allowing us to design statistical tests to determine if two samples are drawn from different distributions. Our te…
cs.LG2007★ 35 cited
Supervised Feature Selection via Dependence Estimation
Le Song, Alex Smola, Arthur Gretton +2
We introduce a framework for filtering features that employs the Hilbert-Schmidt Independence Criterion (HSIC) as a measure of dependence between the features and the labels. The k…