University Medicine Essen — Institute for Artificial Intelligence in Medicine

Erman Ayday

Publications

2024

Little is Enough: Improving Privacy by Sharing Labels in Federated Semi-Supervised Learning Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoff Webb, Michael Kamp arXiv

2022

AIMHI: Protecting Sensitive Data through Federated Co-Training Amr Abourayya, Michael Kamp, Erman Ayday, Jens Kleesiek, Kanishka Rao, Geoffrey I. Webb, Bharat Rao Workshop on Federated Learning: Recent Advances and New Challenges (in Conjunction with NeurIPS 2022)