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researcher

G. S. H. Cruttwell

7 papers here

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

author position
  • first author4
  • middle author1
  • last author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • math.CT6
  • cs.LG1
ORCID 0000-0001-8742-6263

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedA unified framework for generalized multicategories

18 citations · 35 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021★ 5 cited

Categorical Foundations of Gradient-Based Learning

G. S. H. Cruttwell, Bruno Gavranović, Neil Ghani +2

We propose a categorical semantics of gradient-based machine learning algorithms in terms of lenses, parametrised maps, and reverse derivative categories. This foundation provides…

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