Alstrøm, Tommy Sonne

3 publications

ICLR 2024 An Improved Analysis of Per-Sample and Per-Update Clipping in Federated Learning Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U Stich

ICLRW 2024 On Convex Decision Regions in Deep Network Representations Lenka Tětková, Thea Brüsch, Teresa Scheidt, Fabian Mager, Rasmus Aagaard, Jonathan Foldager, Tommy Sonne Alstrøm, Lars Kai Hansen

TMLR 2024 Synthetic Data Shuffling Accelerates the Convergence of Federated Learning Under Data Heterogeneity Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U Stich