Sascha Xu

International Conference on Learning Representations (ICLR)
Explainable Mixture Models through Differentiable Rule Learning

Conference on Neural Information Processing Systems (NeurIPS)
Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go

Association for Computing Machinery (ACM)
Succinct Interaction-Aware Explanations

International Conference on Artificial Intelligence and Statistics (AISTATS)
Information-Theoretic Causal Discovery in Topological Order

Conference on Neural Information Processing Systems (NeurIPS)
Causal Discovery from Event Sequences by Local Cause-Effect Attribution

International Conference on Machine Learning (ICML)
Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence.

International Conference on Machine Learning (ICML)