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Samuel Hurault

13 papers hereh-index 9471 citations15 works total

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

author position
  • sole author1
  • first author7
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.OC4
  • eess.IV3
  • cs.CV1
  • stat.ML1
same name
  • Samuel Hurault — 2 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
20212026
most citedGradient Step Denoiser for convergent Plug-and-Play

19 citations · 40 across the 12 of their papers we have counts for

collaborators
Showing 2023 · math.OCShow all

1 paper · 2 filters

math.OC2023

Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter

Samuel Hurault, Antonin Chambolle, Arthur Leclaire +1

In this work, we present new proofs of convergence for Plug-and-Play (PnP) algorithms. PnP methods are efficient iterative algorithms for solving image inverse problems where regul…

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