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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 2013 · cs.ITShow all

1 paper · 2 filters

cs.IT2013★ 12 cited

Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data

Zemin Zhang, Gregory Ely, Shuchin Aeron +2

In this paper we propose novel methods for compression and recovery of multilinear data under limited sampling. We exploit the recently proposed tensor- Singular Value Decompositio…

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