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researcher

J. Romberg

82 papers hereh-index 4538.4k citations266 works total

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

author position
  • sole author1
  • first author1
  • middle author25
  • last author54

Across the 81 of 82 papers where every author was matched, so the position is known.

fields
  • cs.IT21
  • math.OC14
  • cs.LG11
  • eess.SP6
  • math.NA6
  • cs.CV4
same name
  • J. Romberg — 7 papers, h 4
  • J. Romberg — 1 paper, h 3

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
20042023
most citedSparsity and Incoherence in Compressive Sampling

2.1k citations · 4.6k across the 69 of their papers we have counts for

collaborators
Showing 2015 · math.OCShow all

1 paper · 2 filters

math.OC2015

Convex Cardinal Shape Composition

Alireza Aghasi, Justin Romberg

We propose a new shape-based modeling technique for applications in imaging problems. Given a collection of shape priors (a shape dictionary), we define our problem as choosing the…

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