Max Bannach
5 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
markov equivalence
(4)
directed acyclic graph
(3)
markov equivalence class
(2)
graphical model
(2)
graphical causal analysis
(2)
polynomial time algorithm
(1)
causal analysis
(1)
causal graph
(1)
causal graphical model
(1)
graph sampling
(1)
ancestral graph
(1)
structural hamming distance
(1)
dag extension
(1)
partial dag
(1)
causal inference
(1)
graph enumeration
(1)
causal discovery
(1)
computational complexity
(1)
causal structure
(1)
algorithm design
(1)
Papers
Efficient Enumeration of Markov Equivalent DAGs
AAAI 2023
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications
JMLR 2023
A new constructive criterion for Markov equivalence of MAGs
UAI 2022
Extendability of causal graphical models: Algorithms and computational complexity
UAI 2021
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs
AAAI 2021