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Nathaniel Garton

3 papers here

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedKnot Selection in Sparse Gaussian Processes

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

stat.ML2020

Knot Selection in Sparse Gaussian Processes with a Variational Objective Function

Nathaniel Garton, Jarad Niemi, Alicia Carriquiry

Sparse, knot-based Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes. Certain sparse models can be derived through specific…

stat.ML2020★ 1 cited

Knot Selection in Sparse Gaussian Processes

Nathaniel Garton, Jarad Niemi, Alicia Carriquiry

Knot-based, sparse Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes. Problems can occur, however, when knot selection is d…

stat.AP2020

Score-based likelihood ratios to evaluate forensic pattern evidence

Nathaniel Garton, Danica Ommen, Jarad Niemi +1

In 2016, the European Network of Forensic Science Institutes (ENFSI) published guidelines for the evaluation, interpretation and reporting of scientific evidence. In the guidelines…

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