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Geoffrey Angus

2 papers hereh-index 3353 citations6 works total

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author position
  • middle author2

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

fields
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedNo Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems

43 citations · 43 across the 2 of their papers we have counts for

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Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 43 cited

No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems

Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus +2

In real-world classification tasks, each class often comprises multiple finer-grained "subclasses." As the subclass labels are frequently unavailable, models trained using only the…

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