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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 2009 · cs.ITShow all

3 papers · 2 filters

cs.IT2009★ 8 cited

Channel Protection: Random Coding Meets Sparse Channels

M. Salman Asif, William Mantzel, Justin Romberg

Multipath interference is an ubiquitous phenomenon in modern communication systems. The conventional way to compensate for this effect is to equalize the channel by estimating its…

cs.IT2009★ 113 cited

Dynamic Updating for L1 Minimization

Muhammad Salman Asif, Justin Romberg

The theory of compressive sensing (CS) suggests that under certain conditions, a sparse signal can be recovered from a small number of linear incoherent measurements. An effective…

cs.IT2009★ 1.1k cited

Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals

Joel A. Tropp, Jason N. Laska, Marco F. Duarte +2

Wideband analog signals push contemporary analog-to-digital conversion systems to their performance limits. In many applications, however, sampling at the Nyquist rate is inefficie…

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