Effects of Distributional Biases on Gradient-Based Causal Discovery in the Bivariate Categorical Case

Tim Schwabe, Moritz Lange, Laurenz Wiskott +1

Gradient-based causal discovery shows great potential for deducing causal structure from data in an efficient and scalable way. Those approaches however can be susceptible to distr…