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Michael Roberts

5 papers hereh-index 2102 citations8 works total

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

author position
  • last author3

Across the 3 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CR1
  • stat.ML1
same name
  • Michael Roberts — 4 papers, h 3
  • Michael Roberts — 3 papers, h 3
  • Michael Roberts — 2 papers, h 3
  • Michael Roberts — 1 paper, h 7
  • Michael Roberts — 1 paper, h 3
  • Michael Roberts — 1 paper, 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
20232026
collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Recent Methodological Advances in Federated Learning for Healthcare

Fan Zhang, Daniel Kreuter, Yichen Chen +10

For healthcare datasets, it is often not possible to combine data samples from multiple sites due to ethical, privacy or logistical concerns. Federated learning allows for the util…

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