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researcher

Amirata Ghorbani

17 papers hereh-index 196.3k citations35 works total

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

author position
  • first author9
  • middle author6
  • last author1

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML7
  • cs.CV1
  • physics.chem-ph1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedData Shapley: Equitable Valuation of Data for Machine Learning

152 citations · 659 across the 17 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 51 cited

DataPerf: Benchmarks for Data-Centric AI Development

Mark Mazumder, Colby Banbury, Xiaozhe Yao +42

Machine learning research has long focused on models rather than datasets, and prominent datasets are used for common ML tasks without regard to the breadth, difficulty, and faithf…

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