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Katherine A. Heller

3 papers hereh-index 9447 citations15 works total

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

author position
  • middle author1
  • last author2

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

fields
  • cs.LG2
  • cs.AI1
same name
  • Katherine A. Heller — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedHealthsheet: Development of a Transparency Artifact for Health Datasets

9 citations · 14 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 1 cited

Evaluation Gaps in Machine Learning Practice

Ben Hutchinson, Negar Rostamzadeh, Christina Greer +2

Forming a reliable judgement of a machine learning (ML) model's appropriateness for an application ecosystem is critical for its responsible use, and requires considering a broad r…

cs.LG2022★ 4 cited

Disability prediction in multiple sclerosis using performance outcome measures and demographic data

Subhrajit Roy, Diana Mincu, Lev Proleev +8

Literature on machine learning for multiple sclerosis has primarily focused on the use of neuroimaging data such as magnetic resonance imaging and clinical laboratory tests for dis…

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