ML Anthology

Maathuis, Marloes H.

6 publications

JMLR 2020 On Efficient Adjustment in Causal Graphs Janine Witte, Leonard Henckel, Marloes H. Maathuis, Vanessa Didelez
UAI 2017 Interpreting and Using CPDAGs with Background Knowledge Emilija Perkovic, Markus Kalisch, Marloes H. Maathuis
UAI 2017 Structure Learning of Linear Gaussian Structural Equation Models with Weak Edges Marco Eigenmann, Preetam Nandy, Marloes H. Maathuis
UAI 2015 A Complete Generalized Adjustment Criterion Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis
JMLR 2014 Order-Independent Constraint-Based Causal Structure Learning Diego Colombo, Marloes H. Maathuis
UAI 2011 Learning High-Dimensional DAGs with Latent and Selection Variables (Abstract) Diego Colombo, Marloes H. Maathuis, Markus Kalisch, Thomas S. Richardson