250 citations · 289 across the 3 of their papers we have counts for
3 papers
stat.ML2008★ 28 cited
Statistical Learning Theory: Models, Concepts, and Results
Ulrike von Luxburg, Bernhard Schoelkopf
Statistical learning theory provides the theoretical basis for many of today's machine learning algorithms. In this article we attempt to give a gentle, non-technical overview over…
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…
math.ST2008★ 11 cited
Causal inference using the algorithmic Markov condition
Dominik Janzing, Bernhard Schoelkopf
Inferring the causal structure that links n observables is usually based upon detecting statistical dependences and choosing simple graphs that make the joint measure Markovian. He…