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researcher

Martin Benning

University College London

22 papers hereh-index 181.6k citations60 works total

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

author position
  • first author8
  • middle author8
  • last author6

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • math.NA8
  • eess.IV2
  • cs.CV1
  • cs.LG1
  • cs.SD1
affiliations
  • University College London
Homepage
same name
  • Martin Benning — 10 papers, h 4
  • Martin Benning — 2 papers, h 1

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
20162026
most citedGradient descent in a generalised Bregman distance framework

6 citations · 11 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 2 cited

Generalised Perceptron Learning

Xiaoyu Wang, Martin Benning

We present a generalisation of Rosenblatt's traditional perceptron learning algorithm to the class of proximal activation functions and demonstrate how this generalisation can be i…

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