Krauthammer, Michael

7 publications

ICML 2025 A Variational Perspective on Generative Protein Fitness Optimization Lea Bogensperger, Dominik Narnhofer, Ahmed Allam, Konrad Schindler, Michael Krauthammer

ICLRW 2025 FedMoDN: Federated Modular Decision Support Networks Cécile Trottet, Michael Krauthammer, Mary-Anne Hartley

CHIL 2024 DDoS: A Graph Neural Network Based Drug Synergy Prediction Algorithm Kyriakos Schwarz, Pliego Mendieta Alicia, Amina Mollaysa, Planas-Paz Lara, Chantal Pauli, Ahmed Allam, Michael Krauthammer

ICMLW 2024 Rethinking Molecular Design: Integrating Latent Variable and Auto-Regressive Models for Enhanced Goal Directed Generation Arthur-Louis Heath, Amina Mollaysa, Michael Krauthammer

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

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