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Federica Gerace

4 papers hereh-index 220 citations4 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn2
  • cs.LG1
  • stat.ML1
same name
  • Federica Gerace — 6 papers, h 6
  • Federica Gerace — 3 papers, h 3
  • Federica Gerace — 1 paper, h 1

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
20242026
most citedStatistical mechanics of transfer learning in fully-connected networks in the proportional limit

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

A Dynamical Theory of LoRA in Continual Learning

Théo Marchetta, Filippo Alessandroni, Alessandro Breccia +2

Despite the widespread use of Low-Rank Adaptation (LoRA), little is known about its dynamics in continual learning and the mechanisms by which low-rank updates affect catastrophic…

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