Van Der Zander, Benito

9 publications

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

AAAI 2024 Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz

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

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

AISTATS 2016 On Searching for Generalized Instrumental Variables Benito van der Zander, Maciej Liskiewicz

AAAI 2016 Separators and Adjustment Sets in Markov Equivalent DAGs Benito van der Zander, Maciej Liskiewicz

IJCAI 2015 Efficiently Finding Conditional Instruments for Causal Inference Benito van der Zander, Johannes Textor, Maciej Liskiewicz

UAI 2014 Constructing Separators and Adjustment Sets in Ancestral Graphs Benito van der Zander, Maciej Liskiewicz, Johannes Textor