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researcher

Samuel Vaiter

58 papers hereh-index 211.4k citations74 works total

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

author position
  • first author7
  • middle author18
  • last author30

Across the 55 of 58 papers where every author was matched, so the position is known.

fields
  • math.OC17
  • stat.ML12
  • cs.LG10
  • math.ST8
  • cs.IT5
  • math.NA2
same name
  • Samuel Vaiter — 2 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
20112026
most citedLocal Behavior of Sparse Analysis Regularization: Applications to Risk Estimation

29 citations · 160 across the 52 of their papers we have counts for

collaborators
Showing 2012 · math.OCShow all

1 paper · 2 filters

math.OC2012★ 8 cited

Risk estimation for matrix recovery with spectral regularization

Charles-Alban Deledalle, Samuel Vaiter, Gabriel Peyré +2

In this paper, we develop an approach to recursively estimate the quadratic risk for matrix recovery problems regularized with spectral functions. Toward this end, in the spirit of…

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