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researcher

M. Cottrell

19 papers hereh-index 272.6k citations139 works total

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

author position
  • first author8
  • middle author7
  • last author4

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • math.ST13
  • stat.ML3
  • stat.AP2
  • cs.NE1
same name
  • M. Cottrell — 1 paper, h 4

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
20062020
most citedBatch and median neural gas

149 citations · 224 across the 16 of their papers we have counts for

collaborators
Showing 2012Show all

2 papers · 1 filter

stat.ML2012

On-line relational SOM for dissimilarity data

Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell

In some applications and in order to address real world situations better, data may be more complex than simple vectors. In some examples, they can be known through their pairwise…

cs.NE2012★ 15 cited

Neural Networks for Complex Data

Marie Cottrell, Madalina Olteanu, Fabrice Rossi +2

Artificial neural networks are simple and efficient machine learning tools. Defined originally in the traditional setting of simple vector data, neural network models have evolved…

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