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Francesca Mignacco

15 papers hereh-index 9413 citations19 works total

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

author position
  • first author6
  • middle author6
  • last author2

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn4
  • cs.LG4
  • stat.ML3
  • physics.bio-ph2
  • q-bio.NC2
same name
  • Francesca Mignacco — 1 paper

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 citedThe effective noise of Stochastic Gradient Descent

42 citations · 123 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 17 cited

Learning curves for the multi-class teacher-student perceptron

Elisabetta Cornacchia, Francesca Mignacco, Rodrigo Veiga +3

One of the most classical results in high-dimensional learning theory provides a closed-form expression for the generalisation error of binary classification with the single-layer…

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