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researcher

Carlos Fernandez-Granda

13 papers hereh-index 92.2k citations21 works total

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

author position
  • sole author2
  • first author1
  • middle author3
  • last author7

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.IT3
  • math.OC3
  • cs.LG2
  • q-bio.GN2
  • cs.SI1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedSupport detection in super-resolution

91 citations · 122 across the 8 of their papers we have counts for

collaborators
Showing cs.ITShow all

3 papers · 1 filter

cs.IT2013★ 91 cited

Support detection in super-resolution

Carlos Fernandez-Granda

We study the problem of super-resolving a superposition of point sources from noisy low-pass data with a cut-off frequency f. Solving a tractable convex program is shown to locate…

cs.IT2012★ 10 cited

Super-Resolution from Noisy Data

Emmanuel Candes, Carlos Fernandez-Granda

This paper studies the recovery of a superposition of point sources from noisy bandlimited data. In the fewest possible words, we only have information about the spectrum of an obj…

cs.IT2012

Towards a Mathematical Theory of Super-Resolution

Emmanuel Candes, Carlos Fernandez-Granda

This paper develops a mathematical theory of super-resolution. Broadly speaking, super-resolution is the problem of recovering the fine details of an object---the high end of its s…

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