Change-Point Detection for Graphical Models in the Presence of Missing Values. - Malte Londschien; Solt Kovács; Peter Bühlmann (J. Comput. Graph. Stat., 2021)

Random Forests for Change Point Detection. - Malte Londschien; Peter Bühlmann; Solt Kovács (J. Mach. Learn. Res., 2023)

Towards Foundation Models for Critical Care Time Series. - Manuel Burger; Fedor Sergeev; Malte Londschien; Daphné Chopard; Hugo Yèche; Eike Gerdes; Polina Leshetkina; Alexander Morgenroth; Zeynep Babür; Jasmina Bogojeska; Martin Faltys; Rita Kuznetsova; et al. (CoRR, 2024)

Domain Generalization and Adaptation in Intensive Care with Anchor Regression. - Malte Londschien; Manuel Burger; Gunnar Rätsch; Peter Bühlmann (CoRR, 2025)