Marloes H. Maathuis
4 papers · 2014–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Research topics
Keywords
graphical model
(3)
covariate adjustment
(2)
causal inference
(2)
causal discovery
(1)
uncertainty quantification
(1)
causal effect estimation
(1)
causal structure learning
(1)
structural learning
(1)
directed acyclic graph
(1)
markov equivalence
(1)
causal graph
(1)
high-dimensional setting
(1)
pc algorithm
(1)
constraint-based learning
(1)
constraint-based method
(1)
adjustment criterion
(1)
ida algorithm
(1)
variable selection
(1)
bayesian inference
(1)
Papers
Proceedings of the thirty-seventh conference on Uncertainty in Artificial Intelligence โ Preface
UAI 2021
On Efficient Adjustment in Causal Graphs
JMLR 2020
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs
JMLR 2018
Order-Independent Constraint-Based Causal Structure Learning
JMLR 2014