The Robustness of Differentiable Causal Discovery in Misspecified Scenarios

Huiyang Yi, Yanyan He, Duxin Chen +3

Causal discovery aims to learn causal relationships between variables from targeted data, making it a fundamental task in machine learning. However, causal discovery algorithms oft…