We are excited to announce that our paper "Specifying Prior Beliefs over DAGs in Deep Bayesian Causal Structure Learning" by Simon Rittel and Sebastian Tschiatschek has been accepted at the European Conference on Artificial Intelligence (ECAI 2023) with an acceptance rate of ~24%. Have a look at our paper to learn how to incorporate prior knowledge about individual edges and causal dependencies in deep learning based Bayesian approaches to causal structure learning via the prior belief.
