Marcel Wienöbst

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Equivalence Class

Computational Complexity

Conditional Independence

Top Venues

Publications

Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs. AAAI (2024)
Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz
Efficient Enumeration of Markov Equivalent DAGs. AAAI (2023)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications. J. Mach. Learn. Res. 24 (2023)
Moritz Schauer, Marcel Wienöbst
Causal structure learning with momentum: Sampling distributions over Markov Equivalence Classes of DAGs. CoRR (2023)
Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz
Practical Algorithms for Orientations of Partially Directed Graphical Models. CoRR (2023)
Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz
Practical Algorithms for Orientations of Partially Directed Graphical Models. CLeaR (2023)
Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz
Efficient Enumeration of Markov Equivalent DAGs. CoRR (2023)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
A new constructive criterion for Markov equivalence of MAGs. UAI (2022)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications. CoRR (2022)
Benito van der Zander, Marcel Wienöbst, Markus Bläser, Maciej Liskiewicz
Identification in Tree-shaped Linear Structural Causal Models. AISTATS (2022)
Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz
Finding Front-Door Adjustment Sets in Linear Time. CoRR (2022)
Benito van der Zander, Marcel Wienöbst, Markus Bläser, Maciej Liskiewicz
Identification in Tree-shaped Linear Structural Causal Models. CoRR (2022)
Marcel Wienöbst, Maciej Liskiewicz
An Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm. KI (2021)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Recent Advances in Counting and Sampling Markov Equivalent DAGs. KI (2021)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs. AAAI (2021)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Extendability of causal graphical models: Algorithms and computational complexity. UAI (2021)
Max Bannach, Sebastian Berndt, Martin Schuster, Marcel Wienöbst
PACE Solver Description: Fluid. IPEC (2020)
Max Bannach, Sebastian Berndt, Martin Schuster, Marcel Wienöbst
PACE Solver Description: PID^⋆. IPEC (2020)
Marcel Wienöbst, Maciej Liskiewicz
Recovering Causal Structures from Low-Order Conditional Independencies. AAAI (2020)
Marcel Wienöbst, Maciej Liskiewicz
Recovering Causal Structures from Low-Order Conditional Independencies. CoRR (2020)
Marcel Wienöbst, Max Bannach, Maciej Liskiewicz
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs. CoRR (2020)