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researcher

Guillaume Garrigos

17 papers hereh-index 10698 citations20 works total

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

author position
  • sole author1
  • first author6
  • middle author9
  • last author1

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • math.OC13
  • cs.LG3
  • stat.ML1
same name
  • Guillaume Garrigos — 4 papers, h 2

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
20142025
most citedSplitting methods with variable metric for KL functions

185 citations · 295 across the 17 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

math.OC2016★ 28 cited

Iterative regularization via dual diagonal descent

Guillaume Garrigos, Lorenzo Rosasco, Silvia Villa

In the context of linear inverse problems, we propose and study a general iterative regularization method allowing to consider large classes of regularizers and data-fit terms. The…

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