Alexander Ziller

Alexander Ziller

Technische Universität München - München / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4562895
Technical University of Munich
person_outline Alexander Ziller's MOST POPULAR ARTICLES
1-) End-to-end privacy preserving deep learning on multi-institutional medical imagingG Kaissis*, A Ziller*, J Passerat-Palmbach, T Ryffel, D Usynin, A Trask, ...Nature Machine Intelligence 3 (6), 473-484, 20211092021
2-) Pysyft: A library for easy federated learningA Ziller, A Trask, A Lopardo, B Szymkow, B Wagner, E Bluemke, ...Federated Learning Systems, 111-139, 2021522021
3-) Medical imaging deep learning with differential privacyA Ziller, D Usynin, R Braren, M Makowski, D Rueckert, G KaissisScientific Reports 11 (1), 1-8, 2021362021
4-) Adversarial interference and its mitigations in privacy-preserving collaborative machine learningD Usynin, A Ziller, M Makowski, R Braren, D Rueckert, B Glocker, ...Nature Machine Intelligence 3 (9), 749-758, 2021502021
5-) Differentially private training of residual networks with scale normalisationH Klause, A Ziller, D Rueckert, K Hammernik, G KaissisarXiv preprint arXiv:2203.00324, 2022252022