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researcher

Laura E. Beane Freeman

2 papers here

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
ORCID 0000-0003-1294-4124

identity via Semantic Scholar / OpenAlex

most citedMetric Learning Improves the Ability of Combinatorial Coverage Metrics to Anticipate Classification Error

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

collaborators

2 papers

cs.LG2023★ 1 cited

Metric Learning Improves the Ability of Combinatorial Coverage Metrics to Anticipate Classification Error

Tyler Cody, Laura Freeman

Machine learning models are increasingly used in practice. However, many machine learning methods are sensitive to test or operational data that is dissimilar to training data. Out…

cs.LG2023

Active Learning with Combinatorial Coverage

Sai Prathyush Katragadda, Tyler Cody, Peter Beling +1

Active learning is a practical field of machine learning that automates the process of selecting which data to label. Current methods are effective in reducing the burden of data l…

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