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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Wang, B, Kwiatkowska, M
التنسيق: Conference item
اللغة:English
منشور في: OpenReview 2022