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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 2017Show all

1 paper · 1 filter

stat.ML2017★ 72 cited

Interpretation of Neural Networks is Fragile

Amirata Ghorbani, Abubakar Abid, James Zou

In order for machine learning to be deployed and trusted in many applications, it is crucial to be able to reliably explain why the machine learning algorithm makes certain predict…

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