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Timothy Castiglia

8 papers hereh-index 9267 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.DC2
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedCross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning

23 citations · 43 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 4 cited

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning

Timothy Castiglia, Yi Zhou, Shiqiang Wang +3

We propose LESS-VFL, a communication-efficient feature selection method for distributed systems with vertically partitioned data. We consider a system of a server and several parti…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.