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researcher

Fan Lai

12 papers hereh-index 131.1k citations21 works total

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

author position
  • first author2
  • middle author8
  • last author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.DC2
  • cs.OS1
  • stat.ML1
same name
  • Fan Lai — 7 papers, h 3
  • Fan Lai — 6 papers, h 4
  • Fan Lai — 6 papers, h 3
  • Fan Lai — 4 papers, h 3
  • Fan Lai — 4 papers, h 3
  • Fan Lai — 2 papers, h 2

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
20202026
most citedOort: Efficient Federated Learning via Guided Participant Selection

47 citations · 140 across the 12 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021★ 31 cited

Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning

Naichen Shi, Fan Lai, Raed Al Kontar +1

In this paper we propose Fed-ensemble: a simple approach that bringsmodel ensembling to federated learning (FL). Instead of aggregating localmodels to update a single global model,…

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