Volkan Cevher, Paul Thierry Yves Rolland
This paper demonstrates how to recover causal graphs from the score of the data distribution in non-linear additive (Gaussian) noise models. Using score matching algorithms as a building block, we show how to design a new generation of scalable causal disc ...
JMLR-JOURNAL MACHINE LEARNING RESEARCH2022
