4 ms·
Another term used is identifiable (although learnable and identifiable are not synonyms, I think identifiability is one precondition for learnability). Identif
by igorkraw 9mo ago
Another term used is identifiable (although learnable and identifiable are not synonyms, I think identifiability is one precondition for learnability).
Identifiability means that out of all possible models, you can learn the correct one given enough samples.causal identifiability has some other connotations
See here https://causalai.net/r80.pdf https://causalai.net/r80.pdf as a good start (a nose in a causal graph is Markov given its parents, and a k-step Markov chain is a k-layer causal dag)