no code implementations • 22 Sep 2023 • Niraj Kumar, Jamie Heredge, Changhao Li, Shaltiel Eloul, Shree Hari Sureshbabu, Marco Pistoia
However, standard neural network-based federated learning models have been shown to be susceptible to data leakage from the gradients shared with the server.
1 code implementation • 19 Aug 2022 • Agathe Lherondelle, Varun Babbar, Yash Satsangi, Fran Silavong, Shaltiel Eloul, Sean Moran
This paper presents Topical, a novel deep neural network for repository level embeddings.
no code implementations • 26 Apr 2022 • Shaltiel Eloul, Fran Silavong, Sanket Kamthe, Antonios Georgiadis, Sean J. Moran
We show that otherwise it is possible to directly recover all vectors in a mini-batch without any numerical optimisation due to the de-mixing nature of the cross entropy loss.