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ORCIDTimothy Castiglia
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2020 – today
- 2024
[j3]Timothy Castiglia
, Shiqiang Wang, Stacy Patterson:
Flexible Vertical Federated Learning With Heterogeneous Parties. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17878-17892 (2024)- 2023
- [c7]Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson:
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. ICML 2023: 3757-3781 - [i6]Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson:
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. CoRR abs/2305.02219 (2023) - 2022
- [j2]Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson:
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. ACM Trans. Intell. Syst. Technol. 13(6): 99:1-99:27 (2022) - [c6]Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson:
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. ICML 2022: 2738-2766 - [i5]Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson:
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. CoRR abs/2206.08330 (2022) - [i4]Timothy Castiglia, Shiqiang Wang, Stacy Patterson:
Flexible Vertical Federated Learning with Heterogeneous Parties. CoRR abs/2208.12672 (2022) - 2021
- [j1]Yuhao Yi, Timothy Castiglia, Stacy Patterson:
Shifting Opinions in a Social Network Through Leader Selection. IEEE Trans. Control. Netw. Syst. 8(3): 1116-1127 (2021) - [c5]Timothy Castiglia, Anirban Das, Stacy Patterson:
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. ICLR 2021 - 2020
- [c4]Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana L. Milanova:
Formalizing Event-Driven Behavior of Serverless Applications. ESOCC 2020: 19-29 - [c3]Timothy Castiglia, Colin Goldberg, Stacy Patterson:
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. ICDCS 2020: 1189-1190 - [i3]Timothy Castiglia, Colin Goldberg, Stacy Patterson:
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. CoRR abs/2004.06215 (2020) - [i2]Timothy Castiglia, Anirban Das, Stacy Patterson:
Multi-Level Local SGD for Heterogeneous Hierarchical Networks. CoRR abs/2007.13819 (2020)
2010 – 2019
- 2019
- [c2]Timothy Castiglia, Stacy Patterson:
Distributed Submodular Maximization with Bounded Communication Cost. CDC 2019: 3006-3011 - [i1]Yuhao Yi, Timothy Castiglia, Stacy Patterson:
Shifting Opinions in a Social Network Through Leader Selection. CoRR abs/1910.13009 (2019) - 2015
- [c1]Matt Minakais, Sandipan Mishra, John T. Wen, Luc Lagace, Timothy Castiglia:
Design and instrumentation of an intelligent building testbed. CASE 2015: 1-6
Coauthor Index
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