Publications

black-box black-box parallelization causality CKD communication-efficient corresponding projections deep learning DiSIEM distributed dynamic averaging federated federated causal discovery federated learning flatness generalization interpretable learning theory machine learning medicine nephrology neural networks parallelization relative flatness robustness semi-supervised theory of deep learning transfer learning visual analytics visualization XAI

Show all

2025

Abourayya, Amr; Kleesiek, Jens; Rao, Kanishka; Ayday, Erman; Rao, Bharat; Webb, Geoffrey I.; Kamp, Michael

Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning Proceedings Article

In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), AAAI, 2025.

BibTeX | Tags: aimhi, FedCT, federated learning, semi-supervised