Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction. - Shigehiko Schamoni; Holger A. Lindner; Verena Schneider-Lindner; Manfred Thiel; Stefan Riezler (Artif. Intell. Medicine, 2019)

MTLComb: multi-task learning combining regression and classification tasks for joint feature selection. - Han Cao 001; Sivanesan Rajan; Bianka Hahn; Ersoy Kocak; Daniel Durstewitz; Emanuel Schwarz; Verena Schneider-Lindner (CoRR, 2024)

dsLassoCov: a federated machine learning approach incorporating covariate control. - Han Cao; Augusto Anguita; Charline Warembourg; Xavier Escriba-Montagut; Martine Vrijheid; Juan R. González; Tim Cadman; Verena Schneider-Lindner; Daniel Durstewitz; Xavier Basagaña; Emanuel Schwarz (CoRR, 2024)