Stefan Bauer

Publications

Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation. Chris Chinenye Emezue, Alexandre Drouin, Tristan Deleu, Stefan Bauer , Yoshua Bengio. At Workshop on Structured Probabilistic Inference & Generative Modeling (ICML), 2023.

Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning. Nan Rosemary Ke, Aniket Didolkar, Sarthak Mittal, Anirudh Goyal, Guillaume Lajoie, Danilo Rezende, Yoshua Bengio, Christopher Pal, Stefan Bauer , Michael C. Mozer. At Conference on Neural Information Processing Systems (NeurIPS), 2021.

Variational Causal Networks: Approximate Bayesian Inference over Causal Structures. Yashas Annadani, Jonas Rothfuss, Alexandre Lacoste, Nino Scherrer, Anirudh Goyal, Yoshua Bengio, Stefan Bauer . At Workshop at the International Conference on Machine Learning (ICML), 2021.