Bo Li

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Variance Reduction

Heterogeneous Data

Previously Learned

Top Venues

Comput. Electr. Eng.

Publications

Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
An improved analysis of per-sample and per-update clipping in federated learning. ICLR (2024)
Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. Trans. Mach. Learn. Res. 2024 (2024)
Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. CoRR (2023)
Bo Li, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
On the Effectiveness of Partial Variance Reduction in Federated Learning with Heterogeneous Data. CVPR (2023)
Bo Li, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
Partial Variance Reduction improves Non-Convex Federated learning on heterogeneous data. CoRR (2022)
Sam Leroux, Bo Li, Pieter Simoens
Automated training of location-specific edge models for traffic counting. Comput. Electr. Eng. 99 (2022)