Winkel, David

4 publications

MIDL 2025 Predicting Prostate Cancer Progression During Active Surveillance Using Longitudinal bpMRI Scans and a Multi-Scale Foundation Model Yifan Wang, Bin Lou, Heinrich von Busch, Robert Grimm, Sanoj Punnen, Dorin Comaniciu, Ali Kamen, Henkjan Huisman, Angela Tong, David Winkel, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar, Steven Shea, Fergus Coakley, Mukesh Harisinghani

NeurIPS 2024 Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel, Niklas Strauß, Maximilian Bernhard, Zongyue Li, Thomas Seidl, Matthias Schubert

ECML-PKDD 2022 Reinforcement Learning for Multi-Agent Stochastic Resource Collection Niklas Strauß, David Winkel, Max Berrendorf, Matthias Schubert

ECML-PKDD 2022 Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl