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researcher

Charles-Alban Deledalle

21 papers hereh-index 274.8k citations103 works total

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

author position
  • sole author1
  • first author10
  • middle author7
  • last author3

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • math.ST7
  • cs.CV4
  • cs.LG2
  • math.OC2
  • stat.AP2
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedMachine learning in acoustics: theory and applications

574 citations · 813 across the 18 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

eess.SP2019★ 574 cited

Machine learning in acoustics: theory and applications

Michael J. Bianco, Peter Gerstoft, James Traer +4

Acoustic data provide scientific and engineering insights in fields ranging from biology and communications to ocean and Earth science. We survey the recent advances and transforma…

math.OC2019

Refitting solutions promoted by ℓ12​ sparse analysis regularization with block penalties

Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon +1

In inverse problems, the use of an ℓ12​ analysis regularizer induces a bias in the estimated solution. We propose a general refitting framework for removing this artifact wh…

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