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researcher

Gareth M. James

13 papers hereh-index 3216.1k citations82 works total

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

author position
  • sole author1
  • first author3
  • middle author7
  • last author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.AP5
  • stat.ME5
  • math.ST2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20072023
most citedFunctional linear regression that's interpretable

253 citations · 589 across the 13 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021

Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm

Shunan Yao, Bradley Rava, Xin Tong +1

Label noise in data has long been an important problem in supervised learning applications as it affects the effectiveness of many widely used classification methods. Recently, imp…

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