106 citations · 200 across the 12 of their papers we have counts for
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cs.LO2021
Is Causal Reasoning Harder than Probabilistic Reasoning?
Milan Mossé, Duligur Ibeling, Thomas Icard
Many tasks in statistical and causal inference can be construed as problems of \emph{entailment} in a suitable formal language. We ask whether those problems are more difficult, fr…
cs.AI2021★ 1 cited
A Topological Perspective on Causal Inference
Duligur Ibeling, Thomas Icard
This paper presents a topological learning-theoretic perspective on causal inference by introducing a series of topologies defined on general spaces of structural causal models (SC…