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Vincent Abbott

6 papers hereh-index 322 citations9 works total

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

author position
  • sole author1
  • first author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.CT3

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedFlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2025 · math.CTShow all

1 paper · 2 filters

math.CT2025

Accelerating Machine Learning Systems via Category Theory: Applications to Spherical Attention for Gene Regulatory Networks

Vincent Abbott, Kotaro Kamiya, Gerard Glowacki +3

How do we enable artificial intelligence models to improve themselves? This is central to exponentially improving generalized artificial intelligence models, which can improve thei…

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