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researcher

Liam Collins

10 papers hereh-index 101.5k citations16 works total

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

author position
  • first author8
  • middle author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG10
same name
  • Liam Collins — 16 papers, h 6
  • Liam Collins — 4 papers, h 1
  • Liam Collins — 2 papers, h 2
  • Liam Collins — 2 papers, h 1
  • Liam Collins — 1 paper, h 6

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
20202024
most citedExploiting Shared Representations for Personalized Federated Learning

69 citations · 157 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 69 cited

Exploiting Shared Representations for Personalized Federated Learning

Liam Collins, Hamed Hassani, Aryan Mokhtari +1

Deep neural networks have shown the ability to extract universal feature representations from data such as images and text that have been useful for a variety of learning tasks. Ho…

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