Timothy Castiglia

According to our database, Timothy Castiglia authored at least 11 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning.

Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson

Proceedings of the International Conference on Machine Learning, 2023

2022

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning.

Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson

ACM Trans. Intell. Syst. Technol., 2022

Flexible Vertical Federated Learning with Heterogeneous Parties.

Timothy Castiglia, Shiqiang Wang, Stacy Patterson

CoRR, 2022

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

Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson

Proceedings of the International Conference on Machine Learning, 2022

2021

Shifting Opinions in a Social Network Through Leader Selection.

Yuhao Yi, Timothy Castiglia, Stacy Patterson

IEEE Trans. Control. Netw. Syst., 2021

Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks.

Timothy Castiglia, Anirban Das, Stacy Patterson

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Multi-Level Local SGD for Heterogeneous Hierarchical Networks.

Timothy Castiglia, Anirban Das, Stacy Patterson

CoRR, 2020

A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks.

Timothy Castiglia, Colin Goldberg, Stacy Patterson

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Formalizing Event-Driven Behavior of Serverless Applications.

Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana L. Milanova

Proceedings of the Service-Oriented and Cloud Computing, 2020

2019

Distributed Submodular Maximization with Bounded Communication Cost.

Timothy Castiglia, Stacy Patterson

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2015

Design and instrumentation of an intelligent building testbed.

Matt Minakais, Sandipan Mishra, John T. Wen, Luc Lagace, Timothy Castiglia

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015