ML Anthology

Castiglia, Timothy

3 publications

ICML 2023 LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
NeurIPSW 2022 Self-Supervised Vertical Federated Learning Timothy Castiglia, Shiqiang Wang, Stacy Patterson
ICLR 2021 Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks Timothy Castiglia, Anirban Das, Stacy Patterson