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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Wang, B, Kwiatkowska, M
Формат: Conference item
Хэл сонгох:English
Хэвлэсэн: OpenReview 2022