no code implementations • 11 Dec 2024 • Han Cao, Augusto Anguita, Charline Warembourg, Xavier Escriba-Montagut, Martine Vrijheid, Juan R. Gonzalez, Tim Cadman, Verena Schneider-Lindner, Daniel Durstewitz, Xavier Basagana, Emanuel Schwarz
By resolving the challenge of covariate control, our proposed approach can accelerate the application of federated learning in large-scale biomedical studies.
1 code implementation • 16 May 2024 • Han Cao, Sivanesan Rajan, Bianka Hahn, Ersoy Kocak, Daniel Durstewitz, Emanuel Schwarz, Verena Schneider-Lindner
Although MTL has been successfully applied to ether regression or classification tasks alone, incorporating mixed types of tasks into a unified MTL framework remains challenging, primarily due to variations in the magnitudes of losses associated with different tasks.
no code implementations • 20 Sep 2019 • Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner, Manfred Thiel, Stefan Riezler
Sepsis is the leading cause of death in non-coronary intensive care units.