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M. Davies

65 papers hereh-index 4311.3k citations283 works total

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

author position
  • first author3
  • middle author24
  • last author37

Across the 64 of 65 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.IT11
  • eess.SP8
  • eess.IV7
  • math.OC7
  • cs.LG5
same name
  • M. Davies — 147 papers, h 43
  • M. Davies — 103 papers
  • M. Davies — 32 papers, h 17
  • M. Davies — 27 papers
  • M. Davies — 21 papers
  • M. Davies — 9 papers, h 13

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
20082022
most citedThe Cosparse Analysis Model and Algorithms

353 citations · 1k across the 59 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 1 cited

Revisiting hard thresholding for DNN pruning

Konstantinos Pitas, Mike Davies, Pierre Vandergheynst

The most common method for DNN pruning is hard thresholding of network weights, followed by retraining to recover any lost accuracy. Recently developed smart pruning algorithms use…

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