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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 2018Show all

2 papers · 1 filter

cs.LG2018

Frank-Wolfe Algorithm for the Exact Sparse Problem

Farah Cherfaoui, Valentin Emiya, Liva Ralaivola +1

In this paper, we study the properties of the Frank-Wolfe algorithm to solve the \ExactSparse reconstruction problem. We prove that when the dictionary is quasi-incoherent, at each…

eess.SP2018

Phase inpainting in time-frequency plane

A. ~Marina Krémé, Valentin Emiya, Caroline Chaux

We propose a new problem of missing data reconstruction in the time-frequency plane. This problem called phase inpainting, consists in reconstructing a signal from time-frequency o…

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