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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 2010Show all

1 paper · 1 filter

cs.LG2010★ 2 cited

PADDLE: Proximal Algorithm for Dual Dictionaries LEarning

Curzio Basso, Matteo Santoro, Alessandro Verri +1

Recently, considerable research efforts have been devoted to the design of methods to learn from data overcomplete dictionaries for sparse coding. However, learned dictionaries req…

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