Bloebaum, Patrick

5 publications

AISTATS 2022 Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies Lenon Minorics, Caner Turkmen, David Kernert, Patrick Bloebaum, Laurent Callot, Dominik Janzing

ICML 2022 Causal Structure-Based Root Cause Analysis of Outliers Kailash Budhathoki, Lenon Minorics, Patrick Bloebaum, Dominik Janzing

ICML 2022 On Measuring Causal Contributions via Do-Interventions Yonghan Jung, Shiva Kasiviswanathan, Jin Tian, Dominik Janzing, Patrick Bloebaum, Elias Bareinboim

AISTATS 2021 Why Did the Distribution Change? Kailash Budhathoki, Dominik Janzing, Patrick Bloebaum, Hoiyi Ng

AISTATS 2020 Feature Relevance Quantification in Explainable AI: A Causal Problem Dominik Janzing, Lenon Minorics, Patrick Bloebaum