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David Widmann

5 papers hereh-index 5452 citations12 works total

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

author position
  • first author3
  • middle author2

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

fields
  • stat.ML3
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedEvaluating model calibration in classification

91 citations · 122 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ML2022★ 1 cited

Calibration tests beyond classification

David Widmann, Fredrik Lindsten, Dave Zachariah

Most supervised machine learning tasks are subject to irreducible prediction errors. Probabilistic predictive models address this limitation by providing probability distributions…

math.NA2022★ 3 cited

DelayDiffEq: Generating Delay Differential Equation Solvers via Recursive Embedding of Ordinary Differential Equation Solvers

David Widmann, Chris Rackauckas

Traditional solvers for delay differential equations (DDEs) are designed around only a single method and do not effectively use the infrastructure of their more-developed ordinary…

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