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Timothy Castiglia — most-cited papers & profile · Federated Learning
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Timothy Castiglia
5
papers ·
15
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
2022 · 5 citations
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
2021 · 4 citations
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023 · 4 citations
Flexible Vertical Federated Learning with Heterogeneous Parties
2022 · 2 citations
PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy
2025
Top co-authors
Stacy Patterson
· 5
Shiqiang Wang
· 4
Anirban Das
· 2
Ana Milanova
· 1
Linh Tran
· 1
Nathalie Baracaldo
· 1
Swanand Kadhe
· 1
Yi Zhou
· 1
Topics
Federated Learning
Communication
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