Xu, Sascha

5 publications

AISTATS 2025 Information-Theoretic Causal Discovery in Topological Order Sascha Xu, Sarah Mameche, Jilles Vreeken

NeurIPS 2025 Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go Sascha Xu, Nils Philipp Walter, Jilles Vreeken

NeurIPS 2024 Causal Discovery from Event Sequences by Local Cause-Effect Attribution Joscha Cüppers, Sascha Xu, Ahmed Musa, Jilles Vreeken

ICML 2024 Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken

ICML 2022 Inferring Cause and Effect in the Presence of Heteroscedastic Noise Sascha Xu, Osman A Mian, Alexander Marx, Jilles Vreeken