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Marcel Wienöbst
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Journal Articles
- 2023
- [j1]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications. J. Mach. Learn. Res. 24: 213:1-213:45 (2023)
Conference and Workshop Papers
- 2024
- [c12]Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz:
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs. AAAI 2024: 20577-20584 - 2023
- [c11]Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz:
Efficient Enumeration of Markov Equivalent DAGs. AAAI 2023: 12313-12320 - [c10]Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz:
Practical Algorithms for Orientations of Partially Directed Graphical Models. CLeaR 2023: 259-280 - 2022
- [c9]Benito van der Zander, Marcel Wienöbst, Markus Bläser, Maciej Liskiewicz:
Identification in Tree-shaped Linear Structural Causal Models. AISTATS 2022: 6770-6792 - [c8]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
A new constructive criterion for Markov equivalence of MAGs. UAI 2022: 2107-2116 - 2021
- [c7]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs. AAAI 2021: 12198-12206 - [c6]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Recent Advances in Counting and Sampling Markov Equivalent DAGs. KI 2021: 271-275 - [c5]Marcel Wienöbst, Maciej Liskiewicz:
An Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm. KI 2021: 276-288 - [c4]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Extendability of causal graphical models: Algorithms and computational complexity. UAI 2021: 1248-1257 - 2020
- [c3]Marcel Wienöbst, Maciej Liskiewicz:
Recovering Causal Structures from Low-Order Conditional Independencies. AAAI 2020: 10302-10309 - [c2]Max Bannach, Sebastian Berndt, Martin Schuster, Marcel Wienöbst:
PACE Solver Description: Fluid. IPEC 2020: 27:1-27:3 - [c1]Max Bannach, Sebastian Berndt, Martin Schuster, Marcel Wienöbst:
PACE Solver Description: PID^⋆. IPEC 2020: 28:1-28:4
Informal and Other Publications
- 2023
- [i8]Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz:
Efficient Enumeration of Markov Equivalent DAGs. CoRR abs/2301.12212 (2023) - [i7]Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz:
Practical Algorithms for Orientations of Partially Directed Graphical Models. CoRR abs/2302.14386 (2023) - [i6]Moritz Schauer, Marcel Wienöbst:
Causal structure learning with momentum: Sampling distributions over Markov Equivalence Classes of DAGs. CoRR abs/2310.05655 (2023) - 2022
- [i5]Benito van der Zander, Marcel Wienöbst, Markus Bläser, Maciej Liskiewicz:
Identification in Tree-shaped Linear Structural Causal Models. CoRR abs/2203.01852 (2022) - [i4]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications. CoRR abs/2205.02654 (2022) - [i3]Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz:
Finding Front-Door Adjustment Sets in Linear Time. CoRR abs/2211.16468 (2022) - 2020
- [i2]Marcel Wienöbst, Maciej Liskiewicz:
Recovering Causal Structures from Low-Order Conditional Independencies. CoRR abs/2010.02675 (2020) - [i1]Marcel Wienöbst, Max Bannach, Maciej Liskiewicz:
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs. CoRR abs/2012.09679 (2020)
Coauthor Index
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