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M. Davenport

44 papers hereh-index 3612.5k citations132 works total

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

author position
  • first author10
  • middle author18
  • last author16

Across the 44 of 44 papers where every author was matched, so the position is known.

fields
  • cs.IT10
  • stat.ML9
  • cs.LG7
  • eess.SP7
  • math.NA4
  • math.ST3
same name
  • M. Davenport — 46 papers, h 43
  • M. Davenport — 12 papers
  • M. Davenport — 7 papers, h 4
  • M. Davenport — 2 papers, h 2
  • M. Davenport — 1 paper, h 31
  • M. Davenport — 1 paper, h 0

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 citedAn overview of low-rank matrix recovery from incomplete observations

458 citations · 893 across the 37 of their papers we have counts for

collaborators
Showing 2012 · math.STShow all

1 paper · 2 filters

math.ST2012

1-Bit Matrix Completion

Mark A. Davenport, Yaniv Plan, Ewout van den Berg +1

In this paper we develop a theory of matrix completion for the extreme case of noisy 1-bit observations. Instead of observing a subset of the real-valued entries of a matrix M, we…

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