28 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 28 cited
Almost Optimal Intervention Sets for Causal Discovery
Frederick Eberhardt
We conjecture that the worst case number of experiments necessary and sufficient to discover a causal graph uniquely given its observational Markov equivalence class can be specifi…
cs.LG2012
Noisy-OR Models with Latent Confounding
Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer
Given a set of experiments in which varying subsets of observed variables are subject to intervention, we consider the problem of identifiability of causal models exhibiting latent…