Bläser, Markus

9 publications

NeurIPS 2025 Faster Generic Identification in Tree-Shaped Structural Causal Models Yasmine Briefs, Markus Bläser

ICLR 2025 From Probability to Counterfactuals: The Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy Julian Dörfler, Benito van der Zander, Markus Bläser, Maciej Liskiewicz

ICML 2025 The Limits of Tractable Marginalization Oliver Broadrick, Sanyam Agarwal, Guy Van Den Broeck, Markus Bläser

AAAI 2024 Identification for Tree-Shaped Structural Causal Models in Polynomial Time Aaryan Gupta, Markus Bläser

NeurIPS 2024 On the Complexity of Identification in Linear Structural Causal Models Julian Dörfler, Benito van der Zander, Markus Bläser, Maciej Liśkiewicz

ICML 2024 Probabilistic Generating Circuits - Demystified Sanyam Agarwal, Markus Bläser

ICML 2023 Not All Strongly Rayleigh Distributions Have Small Probabilistic Generating Circuits Markus Bläser

IJCAI 2023 The Hardness of Reasoning About Probabilities and Causality Benito van der Zander, Markus Bläser, Maciej Liskiewicz

AISTATS 2022 Identification in Tree-Shaped Linear Structural Causal Models Benito Van Der Zander, Marcel Wienöbst, Markus Bläser, Maciej Liskiewicz