Schürch, Manuel

5 publications

MLHC 2024 Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis Cécile Trottet, Manuel Schürch, Ahmed Allam, Imon Shoumitra Barua, Liubov Petelytska, Oliver Distler, Anna-Maria Hoffmann-Vold, Michael Krauthammer

MLJ 2023 Correlated Product of Experts for Sparse Gaussian Process Regression Manuel Schürch, Dario Azzimonti, Alessio Benavoli, Marco Zaffalon

NeurIPSW 2023 Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models Manuel Schürch, Xiang Li, Ahmed Allam, Giulia Hofer, Amina Mollaysa, Claudia Cavelti-Weder, Michael Krauthammer

NeurIPSW 2023 Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories Cécile Trottet, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer

ECML-PKDD 2021 Sparse Information Filter for Fast Gaussian Process Regression Lucas Kania, Manuel Schürch, Dario Azzimonti, Alessio Benavoli