Frederick Eberhardt

Interventions and Causal Inference

Frederick Eberhardt, Richard Scheines · Philosophy of Science · 2007 · 234 citations · Full text

Public Health, Biostatistics, Causal Inference +9

Introduction to the foundations of causal discovery

Frederick Eberhardt · International Journal of Data Science and Analytics · 2016 · 95 citations · Full text

Public Health, Biostatistics, Causal Inference +10

Learning linear cyclic causal models with latent variables

Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer · Journal of Machine Learning Research · 2012 · 94 citations

Public Health, Biostatistics, Biological Systems Modeling +14

On the number of experiments sufficient and in the worst case necessary to identify all causal relations among N variables

Frederick Eberhardt, Clark Glymour, Richard Scheines · CaltechAUTHORS (California Institute of Technology) · 2005 · 76 citations · Full text

Public Health, Mathematics, Causal Inference +13

Causal feature learning: an overview

Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona · Behaviormetrika · 2016 · 72 citations

Computing, Computer Science, Causal Inference +7