Open AccessA Theory of Independent Mechanisms for Extrapolation in Generative Models
Author(s) -
Michel Besserve,
Rémy Sun,
Dominik Janzing,
Bernhard Schölkopf
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i8.16833
Subject(s) - identifiability , extrapolation , generative grammar , computer science , generative model , independence (probability theory) , machine learning , context (archaeology) , artificial intelligence , graph , conditional independence , theoretical computer science , mathematics , paleontology , statistics , biology , mathematical analysis