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researcher

S. Aeron

54 papers hereh-index 213.7k citations130 works total

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

author position
  • first author4
  • middle author18
  • last author32

Across the 54 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • cs.IT11
  • stat.ML10
  • eess.SP5
  • physics.geo-ph5
  • math.NA3

identity via Semantic Scholar / OpenAlex

activity
20062023
most citedInformation theoretic bounds for Compressed Sensing

133 citations · 683 across the 44 of their papers we have counts for

collaborators
Showing 2008 · cs.ITShow all

1 paper · 2 filters

cs.IT2008★ 133 cited

Information theoretic bounds for Compressed Sensing

Shuchin Aeron, Venkatesh Saligrama, Manqi Zhao

In this paper we derive information theoretic performance bounds to sensing and reconstruction of sparse phenomena from noisy projections. We consider two settings: output noise mo…

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