activity
20122019
most citedOn the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations Among N Variables

25 citations · 36 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018

Fast Conditional Independence Test for Vector Variables with Large Sample Sizes

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt

We present and evaluate the Fast (conditional) Independence Test (FIT) -- a nonparametric conditional independence test. The test is based on the idea that when $P(X \mid Y, Z) = P…