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Youssef Mroueh

69 papers hereh-index 285.3k citations96 works total

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

author position
  • sole author6
  • first author16
  • middle author37
  • last author10

Across the 69 of 69 papers where every author was matched, so the position is known.

fields
  • cs.LG41
  • stat.ML10
  • cs.CV4
  • cs.CL3
  • cs.IT3
  • math.OC3
same name
  • Youssef Mroueh — 3 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
20122026
most citedActive learning of deep surrogates for PDEs: Application to metasurface design

99 citations · 558 across the 65 of their papers we have counts for

collaborators
Showing cs.ITShow all

3 papers · 1 filter

cs.IT2014

Robust Phase Retrieval and Super-Resolution from One Bit Coded Diffraction Patterns

Youssef Mroueh

In this paper we study a realistic setup for phase retrieval, where the signal of interest is modulated or masked and then for each modulation or mask a diffraction pattern is coll…

cs.IT2013★ 2 cited

Quantization and Greed are Good: One bit Phase Retrieval, Robustness and Greedy Refinements

Youssef Mroueh, Lorenzo Rosasco

In this paper, we study the problem of robust phase recovery. We investigate a novel approach based on extremely quantized (one-bit) phase-less measurements and a corresponding rec…

cs.IT2013★ 1 cited

q-ary Compressive Sensing

Youssef Mroueh, Lorenzo Rosasco

We introduce q-ary compressive sensing, an extension of 1-bit compressive sensing. We propose a novel sensing mechanism and a corresponding recovery procedure. The recovery propert…

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