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researcher

S. Villa

40 papers hereh-index 191.7k citations73 works total

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

author position
  • first author2
  • middle author13
  • last author24

Across the 39 of 40 papers where every author was matched, so the position is known.

fields
  • math.OC25
  • stat.ML6
  • cs.LG5
  • math.ST3
  • math.FA1
same name
  • S. Villa — 102 papers
  • S. Villa — 87 papers, h 43
  • S. Villa — 6 papers
  • S. Villa — 5 papers
  • S. Villa — 5 papers
  • S. Villa — 3 papers

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
20102026
most citedNonparametric sparsity and regularization

59 citations · 195 across the 37 of their papers we have counts for

collaborators
Showing 2015 · math.STShow all

1 paper · 2 filters

math.ST2015★ 1 cited

Consistent Learning by Composite Proximal Thresholding

Patrick L. Combettes, Saverio Salzo, Silvia Villa

We investigate the modeling and the numerical solution of machine learning problems with prediction functions which are linear combinations of elements of a possibly infinite-dimen…

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