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researcher

Mathieu Huot

17 papers hereh-index 9259 citations22 works total

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

author position
  • first author7
  • middle author10

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.PL13
  • cs.CV1
  • cs.LO1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs

17 citations · 59 across the 17 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.PL2020

Correctness of Automatic Differentiation via Diffeologies and Categorical Gluing

Mathieu Huot, Sam Staton, Matthijs Vákár

We present semantic correctness proofs of Automatic Differentiation (AD). We consider a forward-mode AD method on a higher order language with algebraic data types, and we characte…

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