23 citations · 43 across the 7 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2022★ 2 cited
Flexible Vertical Federated Learning with Heterogeneous Parties
Timothy Castiglia, Shiqiang Wang, Stacy Patterson
We propose Flexible Vertical Federated Learning (Flex-VFL), a distributed machine algorithm that trains a smooth, non-convex function in a distributed system with vertically partit…
cs.DC2020
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks
Timothy Castiglia, Colin Goldberg, Stacy Patterson
We present two new consensus algorithms for dynamic networks. The first, Fast Raft, is a variation on the Raft consensus algorithm that reduces the number of message rounds in typi…