22 citations · 22 across the 2 of their papers we have counts for
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cs.AI2023★ 1 cited
Establishing Markov Equivalence in Cyclic Directed Graphs
Tom Claassen, Joris M. Mooij
We present a new, efficient procedure to establish Markov equivalence between directed graphs that may or may not contain cycles under the \textit{d}-separation criterion. It is ba…
cs.AI2012★ 22 cited
A Logical Characterization of Constraint-Based Causal Discovery
Tom Claassen, Tom Heskes
We present a novel approach to constraint-based causal discovery, that takes the form of straightforward logical inference, applied to a list of simple, logical statements about ca…