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researcher

C. Herzet

28 papers hereh-index 191.6k citations136 works total

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

author position
  • first author5
  • middle author6
  • last author16

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • cs.IT7
  • cs.LG7
  • stat.ML6
  • math.NA2
  • cs.CR1
  • cs.CV1
same name
  • C. Herzet — 1 paper, 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
20112023
most citedJoint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares

69 citations · 138 across the 26 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Safe Peeling for L0-Regularized Least-Squares with supplementary material

Théo Guyard, Gilles Monnoyer, Clément Elvira +1

We introduce a new methodology dubbed ``safe peeling'' to accelerate the resolution of L0-regularized least-squares problems via a Branch-and-Bound (BnB) algorithm. Our procedure e…

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