Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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4 results for Timothy Castiglia

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- - Timothy Castiglia
  - Yi Zhou
  - et al.
- 2023
- ICML 2023
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
- - Timothy Castiglia
  - Anirban Das
  - et al.
- 2022
- ICML 2022
Flexible Vertical Federated Learning With Heterogeneous Parties
- - Timothy Castiglia
  - Shiqiang Wang
  - et al.
- 2023
- IEEE TNNLS
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
- - Anirban Das
  - Timothy Castiglia
  - et al.
- 2022
- ACM TIST