Timothy Castiglia | DeepAI

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Featured Co-authors

Shiqiang Wang
31 publications
Stacy Patterson
15 publications
Anirban Das
12 publications
Colin Goldberg
1 publication

research

∙ 08/26/2022

Flexible Vertical Federated Learning with Heterogeneous Parties

We propose Flexible Vertical Federated Learning (Flex-VFL), a distribute...

0 Timothy Castiglia, et al. ∙

research

∙ 06/16/2022

Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data

We propose Compressed Vertical Federated Learning (C-VFL) for communicat...

13 Timothy Castiglia, et al. ∙

research

∙ 07/27/2020

Multi-Level Local SGD for Heterogeneous Hierarchical Networks

We propose Multi-Level Local SGD, a distributed gradient method for lear...

0 Timothy Castiglia, et al. ∙

research

∙ 04/13/2020

A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks

We present two new consensus algorithms for dynamic networks. The first,...

0 Timothy Castiglia, et al. ∙