Revisiting the general identifiability problem

Yaroslav Kivva, Ehsan Mokhtarian, Jalal Etesami, Negar Kiyavash

Abstract: We revisit the problem of general identifiability originally introduced in [Lee et al., 2019] for causal inference and note that it is necessary to add positivity assumption of observational distri...