Maciej Liskiewicz

20 publications

7 venues

H Index 7

Name Venue Year citations
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs. AAAI 2024 0
On the Complexity of Identification in Linear Structural Causal Models. NIPS/NeurIPS 2024 0
Efficient Enumeration of Markov Equivalent DAGs. AAAI 2023 0
The Hardness of Reasoning about Probabilities and Causality. IJCAI 2023 0
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications. JMLR 2023 0
Corrigendum to "Separators and adjustment sets in causal graphs: Complete criteria and an algorithmic framework" [Artif. Intell. 270 (2019) 1-40]. Artificial Intelligence 2023 0
A new constructive criterion for Markov equivalence of MAGs. UAI 2022 0
Identification in Tree-shaped Linear Structural Causal Models. AISTATS 2022 0
Extendability of causal graphical models: Algorithms and computational complexity. UAI 2021 6
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs. AAAI 2021 0
Recovering Causal Structures from Low-Order Conditional Independencies. AAAI 2020 4
Finding Minimal d-separators in Linear Time and Applications. UAI 2019 8
Separators and adjustment sets in causal graphs: Complete criteria and an algorithmic framework. Artificial Intelligence 2019 0
Learning Residual Alternating Automata. AAAI 2017 16
Separators and Adjustment Sets in Markov Equivalent DAGs. AAAI 2016 12
On Searching for Generalized Instrumental Variables. AISTATS 2016 15
Efficiently Finding Conditional Instruments for Causal Inference. IJCAI 2015 25
Learning from Pairwise Marginal Independencies. UAI 2015 6
Constructing Separators and Adjustment Sets in Ancestral Graphs. UAI 2014 50
Adjustment Criteria in Causal Diagrams: An Algorithmic Perspective. UAI 2011 63
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