Zečević, Matej

8 publications

TMLR 2025 Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation Florian Peter Busch, Moritz Willig, Matej Zečević, Kristian Kersting, Devendra Singh Dhami

ICLR 2024 Learning Large DAGs Is Harder than You Think: Many Losses Are Minimal for the Wrong DAG Jonas Seng, Matej Zečević, Devendra Singh Dhami, Kristian Kersting

MLJ 2024 Structural Causal Models Reveal Confounder Bias in Linear Program Modelling Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

TMLR 2023 Causal Parrots: Large Language Models May Talk Causality but Are Not Causal Matej Zečević, Moritz Willig, Devendra Singh Dhami, Kristian Kersting

NeurIPS 2023 Do Not Marginalize Mechanisms, Rather Consolidate! Moritz Willig, Matej Zečević, Devendra Dhami, Kristian Kersting

TMLR 2023 Not All Causal Inference Is the Same Matej Zečević, Devendra Singh Dhami, Kristian Kersting

ICLRW 2022 Finding Structure and Causality in Linear Programs Matej Zečević, Florian Peter Busch, Devendra Singh Dhami, Kristian Kersting

NeurIPS 2021 Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models Matej Zečević, Devendra Dhami, Athresh Karanam, Sriraam Natarajan, Kristian Kersting