Causal machine learning for predicting treatment outcomesNature Network Boston (NNB), 2024 |
HiPart: Hierarchical Divisive Clustering ToolboxJournal of Open Source Software (JOSS), 2022 |
Coordinated Double Machine LearningInternational Conference on Machine Learning (ICML), 2022 |
DoubleML -- An Object-Oriented Implementation of Double Machine Learning
in RJournal of Statistical Software (JSS), 2021 |
Necessary and sufficient graphical conditions for optimal adjustment
sets in causal graphical models with hidden variablesNeural Information Processing Systems (NeurIPS), 2021 |