414 citations · 506 across the 11 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2016★ 5 cited
Estimating Causal Direction and Confounding of Two Discrete Variables
Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona
We propose a method to classify the causal relationship between two discrete variables given only the joint distribution of the variables, acknowledging that the method is subject…
stat.ML2014★ 48 cited
Visual Causal Feature Learning
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
We provide a rigorous definition of the visual cause of a behavior that is broadly applicable to the visually driven behavior in humans, animals, neurons, robots and other perceivi…