Chenwei DING

Likelihood-Free Overcomplete ICA and Applications In Causal Discovery

Causal discovery witnessed significant progress over the past decades. In particular, many recent causal discovery methods make use of independent, non-Gaussian noise to achieve identifiability of the causal models. Existence of hidden direct common causes, or confounders, generally makes causal dis…