Symbolic causal inference via operations on probabilistic circuits

Causal inference provides a means of translating a target causal query into a causal formula, which is a function of the observational distribution, given some assumptions on the domain. With the advent of modern neural probabilistic models, this opens up the possibility to perform accurate and trac...

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Váldodahkkit: Wang, B, Kwiatkowska, M
Materiálatiipa: Conference item
Giella:English
Almmustuhtton: OpenReview 2022