Sara Magliacane

Integrating Background Knowledge for Scalable Causal Discovery

Mátyás Schubert, Theofanis Aslanidis, Tom Claassen, Sara Magliacane

Expert background knowledge is often available in practical applications of causal discovery. Such constraints on the true causal graph can help causal discovery in terms of identifiability of causal effects and accuracy of the learned structure, but also in reducing the space of…Read more