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researcher

Virginia Smith

42 papers hereh-index 2924.8k citations59 works total

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

author position
  • first author3
  • middle author17
  • last author22

Across the 42 of 42 papers where every author was matched, so the position is known.

fields
  • cs.LG41
  • cs.NE1
same name
  • Virginia Smith — 12 papers, h 5
  • Virginia Smith — 12 papers, h 3
  • Virginia Smith — 10 papers, h 4
  • Virginia Smith — 7 papers, h 7
  • Virginia Smith — 4 papers, h 4
  • Virginia Smith — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedFederated Learning: Challenges, Methods, and Future Directions

5.1k citations · 7.5k across the 42 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 112 cited

Federated Multi-Task Learning

Virginia Smith, Chao-Kai Chiang, Maziar Sanjabi +1

Federated learning poses new statistical and systems challenges in training machine learning models over distributed networks of devices. In this work, we show that multi-task lear…

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