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researcher

D. Shuman

17 papers hereh-index 227.1k citations42 works total

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

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

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.IT3
  • eess.SP3
  • cs.DC2
  • cs.LG2
  • math.FA2
  • stat.ML2
same name
  • D. Shuman — 23 papers, h 23
  • D. Shuman — 2 papers, h 6
  • D. Shuman — 1 paper
  • D. Shuman — 1 paper, h 24

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
20092023
most citedThe Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains

4.6k citations · 5.4k across the 15 of their papers we have counts for

collaborators
Showing 2011 · cs.DCShow all

2 papers · 2 filters

cs.DC2011

Distributed Signal Processing via Chebyshev Polynomial Approximation

David I Shuman, Pierre Vandergheynst, Daniel Kressner +1

Unions of graph multiplier operators are an important class of linear operators for processing signals defined on graphs. We present a novel method to efficiently distribute the ap…

cs.DC2011★ 153 cited

Chebyshev Polynomial Approximation for Distributed Signal Processing

David I Shuman, Pierre Vandergheynst, Pascal Frossard

Unions of graph Fourier multipliers are an important class of linear operators for processing signals defined on graphs. We present a novel method to efficiently distribute the app…

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