Joseph Y. Halpern

Reasoning about Causal Models with Infinitely Many Variables

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

Generalized structural equations models (GSEMs) (Peters and Halpern 2021), are, as the name suggests, a generalization of structural equations models (SEMs). They can deal with (among other things) infinitely many variables with infinite ranges, which …