14:00 – 15:00 – Yi Yu (University of Warwick)

Title: Local differential privacy: User-level and federated learning.

Abstract: In this paper, I’ll talk about some variants of standard local differential privacy.  In our settings, one user/server is assumed to possess more than one data unit.  In terms of different notions of privacy used within each user/server, we consider user-level and federated learning.  This talk will be based on papers: https://arxiv.org/abs/2405.11923 and https://arxiv.org/abs/2403.11343

Refreshments available between 15:00 – 15:30, Huxley Common Room (HXLY 549)

Getting here