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researcher

Valentin Emiya

7 papers hereh-index 151.7k citations56 works total

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

author position
  • middle author6
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML2
  • eess.SP1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedDynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso

70 citations · 89 across the 7 of their papers we have counts for

collaborators
Showing 2019 · math.OCShow all

1 paper · 2 filters

math.OC2019

Recovery and convergence rate of the Frank-Wolfe Algorithm for the m-EXACT-SPARSE Problem

Farah Cherfaoui, Valentin Emiya, Liva Ralaivola +1

We study the properties of the Frank-Wolfe algorithm to solve the m-EXACT-SPARSE reconstruction problem, where a signal y must be expressed as a sparse linear combination of a pred…

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