Marloes H. Maathuis

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 5

Top Topics

Error Criterion

Causal Structure

Markov Equivalence Classes

Directed Acyclic Graph

Top Venues

J. Mach. Learn. Res.

Publications

Jérémie Scire, Jana S. Huisman, Ana Grosu, Daniel C. Angst, Adrian Lison, Jinzhou Li, Marloes H. Maathuis, Sebastian Bonhoeffer, Tanja Stadler
estimateR: an R package to estimate and monitor the effective reproductive number. BMC Bioinform. 24 (1) (2023)
Marco Eigenmann, Sach Mukherjee, Marloes H. Maathuis
Evaluation of Causal Structure Learning Algorithms via Risk Estimation. UAI (2020)
Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs. J. Mach. Learn. Res. 18 (2017)
Marco Eigenmann, Preetam Nandy, Marloes H. Maathuis
Structure Learning of Linear Gaussian Structural Equation Models with Weak Edges. UAI (2017)
Emilija Perkovic, Markus Kalisch, Marloes H. Maathuis
Interpreting and Using CPDAGs With Background Knowledge. UAI (2017)
Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis
A Complete Generalized Adjustment Criterion. UAI (2015)
Diego Colombo, Marloes H. Maathuis
Order-independent constraint-based causal structure learning. J. Mach. Learn. Res. 15 (1) (2014)
Stefan Ravizza, Jason A. D. Atkin, Marloes H. Maathuis, Edmund K. Burke
A combined statistical approach and ground movement model for improving taxi time estimations at airports. J. Oper. Res. Soc. 64 (9) (2013)
Marloes H. Maathuis, Diego Colombo
A generalized backdoor criterion. CoRR (2013)
Diego Colombo, Marloes H. Maathuis
A modification of the PC algorithm yielding order-independent skeletons CoRR (2012)
Daniel J. Stekhoven, Izabel Moraes, Gardar Sveinbjörnsson, Lars Hennig, Marloes H. Maathuis, Peter Bühlmann
Causal stability ranking. Bioinform. 28 (21) (2012)
Diego Colombo, Marloes H. Maathuis, Markus Kalisch, Thomas S. Richardson
Learning high-dimensional DAGs with latent and selection variables CoRR (2011)
Diego Colombo, Marloes H. Maathuis, Markus Kalisch, Thomas S. Richardson
Learning high-dimensional DAGs with latent and selection variables (Abstract). UAI (2011)