Lorenzo Sani

Lorenzo Sani

Hi there! I am a PhD candidate in Computer Science at the University of Cambridge under the supervision of Prof. Nicholas D. Lane. My research focuses on large-scale federated laerning, federated learning efficiency and optimization. I'm part of the CaMLSys group.

MPhil Thesis Supervisor

Thesis supervisor, University of Cambridge, Department of Computer Science and Technology, 2023

I co-supervised Bao Nguyen during his MPhil Thesis project. The work investigated the possibility of applying sheaf neural networks in the context of federated learning. A research paper describing our approach is available on arXiv.