Sascha Xu

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

ICML (2) AISTATS (1) NeurIPS (1)

Top co-authors

Jilles Vreeken (4) Ahmed Musa (1) Sarah Mameche (1) Joscha Cüppers (1) Osman A Mian (1) Janis Kalofolias (1) Nils Philipp Walter (1) Alexander Marx (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Learning Types (3) Mathematics & Optimization (2) Mathematics (2) Optimization & Theory (2) Data Science & Analytics (1) Deep Learning (1) Knowledge & Reasoning (1) Methods (1) Models (1) Reasoning (1) Statistics (1)

Keywords

causal discovery (3) kolmogorov complexity (2) causal inference (2) kl divergence (1) granger causality (1) dynamic programming (1) minimum description length (1) normalizing flow (1) interventional data (1) heteroscedastic noise (1) event sequence (1) causal direction (1) cause and effect (1) domain partitioning (1) topological ordering (1) cause-effect attribution (1) interpretable (1) exceptional subpopulations (1) subgroup descriptions (1) information theory (1)

Papers

Information-Theoretic Causal Discovery in Topological Order AISTATS 2025 Causal Discovery from Event Sequences by Local Cause-Effect Attribution NeurIPS 2024 Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence ICML 2024 Inferring Cause and Effect in the Presence of Heteroscedastic Noise ICML 2022