Timothy Castiglia

17 papers A* 2A 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy.
CoRR
Linh Tran, Timothy Castiglia, Stacy Patterson, Ana L. Milanova
2024 J jnl
Flexible Vertical Federated Learning With Heterogeneous Parties.
IEEE Trans. Neural Networks Learn. Syst.
Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2023 A* conf
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning.
ICML
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
2023 J jnl
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning.
CoRR
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
2022 J jnl
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data.
CoRR
Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
2022 J jnl
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning.
ACM Trans. Intell. Syst. Technol.
Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2022 J jnl
Flexible Vertical Federated Learning with Heterogeneous Parties.
CoRR
Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2021 J jnl
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning.
CoRR
Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2021 A* conf
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks.
ICLR
Timothy Castiglia, Anirban Das, Stacy Patterson
2021 J jnl
Shifting Opinions in a Social Network Through Leader Selection.
IEEE Trans. Control. Netw. Syst.
Yuhao Yi, Timothy Castiglia, Stacy Patterson
2020 A conf
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks.
ICDCS
Timothy Castiglia, Colin Goldberg, Stacy Patterson
2020 J jnl
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks.
CoRR
Timothy Castiglia, Colin Goldberg, Stacy Patterson
2020 — conf
Formalizing Event-Driven Behavior of Serverless Applications.
ESOCC
Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana L. Milanova
2020 J jnl
Multi-Level Local SGD for Heterogeneous Hierarchical Networks.
CoRR
Timothy Castiglia, Anirban Das, Stacy Patterson
2019 — conf
Distributed Submodular Maximization with Bounded Communication Cost.
CDC
Timothy Castiglia, Stacy Patterson
2019 J jnl
Shifting Opinions in a Social Network Through Leader Selection.
CoRR
Yuhao Yi, Timothy Castiglia, Stacy Patterson
2015 — conf
Design and instrumentation of an intelligent building testbed.
CASE
Matt Minakais, Sandipan Mishra, John T. Wen, Luc Lagace, Timothy Castiglia