Timothy Castiglia
Cited by
Cited by
Multi-level local SGD: Distributed SGD for heterogeneous hierarchical networks
T Castiglia, A Das, S Patterson
International Conference on Learning Representations, 2021
Design and instrumentation of an intelligent building testbed
M Minakais, S Mishra, JT Wen, L Lagace, T Castiglia
2015 IEEE International Conference on Automation Science and Engineering …, 2015
Shifting opinions in a social network through leader selection
Y Yi, T Castiglia, S Patterson
IEEE Transactions on Control of Network Systems 8 (3), 1116-1127, 2021
Formalizing event-driven behavior of serverless applications
M Obetz, A Das, T Castiglia, S Patterson, A Milanova
Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020
Compressed-vfl: Communication-efficient learning with vertically partitioned data
TJ Castiglia, A Das, S Wang, S Patterson
International Conference on Machine Learning, 2738-2766, 2022
A hierarchical model for fast distributed consensus in dynamic networks
T Castiglia, C Goldberg, S Patterson
2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020
Flexible Vertical Federated Learning with Heterogeneous Parties
T Castiglia, S Wang, S Patterson
arXiv preprint arXiv:2208.12672, 2022
Cross-silo federated learning for multi-tier networks with vertical and horizontal data partitioning
A Das, T Castiglia, S Wang, S Patterson
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (6), 1-27, 2022
Distributed submodular maximization with bounded communication cost
T Castiglia, S Patterson
2019 IEEE 58th Conference on Decision and Control (CDC), 3006-3011, 2019
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
T Castiglia, Y Zhou, S Wang, S Kadhe, N Baracaldo, S Patterson
arXiv preprint arXiv:2305.02219, 2023
Vertical federated learning with compressed embeddings
A Das, TJ Castiglia, SE Patterson, S Wang
US Patent App. 17/330,340, 2022
Self-Supervised Vertical Federated Learning
T Castiglia, S Wang, S Patterson
Workshop on Federated Learning: Recent Advances and New Challenges (in …, 0
The system can't perform the operation now. Try again later.
Articles 1–12