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researcher

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 math.NAShow all

1 paper · 1 filter

math.NA2018★ 18 cited

A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions

Yingbo Ma, Vaibhav Dixit, Mike Innes +2

Derivatives of differential equation solutions are commonly for parameter estimation, fitting neural differential equations, and as model diagnostics. However, with a litany of cho…

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