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Gaia Carenini

8 papers hereh-index 227 citations8 works total

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

author position
  • first author1
  • middle author7

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

fields
  • astro-ph.SR2
  • cs.LG2
  • astro-ph.GA1
  • astro-ph.HE1
  • cs.CG1
  • stat.ML1
same name
  • Gaia Carenini — 10 papers, h 2
  • Gaia Carenini — 4 papers, h 3

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
20222025
most citedSparse logistic regression for RR Lyrae vs binaries classification

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 1 cited

Federated Learning Aggregation: New Robust Algorithms with Guarantees

Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis +1

Federated Learning has been recently proposed for distributed model training at the edge. The principle of this approach is to aggregate models learned on distributed clients to ob…

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