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M. Innes

6 papers hereh-index 111.4k citations21 works total

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

author position
  • sole author2
  • first author2
  • middle author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.PL4
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedA Differentiable Programming System to Bridge Machine Learning and Scientific Computing

130 citations · 428 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.PL2022

Functional or imperative? On pleasant semantics for differentiable programming languages

Michael Innes

In machine learning (ML), researchers and engineers seem to be at odds. System implementers would prefer models to be declarative, with detailed type information and semantic restr…

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