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Dawn Song

5 papers hereh-index 7403 citations7 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CY3
  • cs.CR1
  • cs.LG1
same name
  • Dawn Song — 10 papers, h 9
  • Dawn Song — 7 papers, h 6
  • Dawn Song — 6 papers
  • Dawn Song — 6 papers, h 6
  • Dawn Song — 5 papers, h 2
  • Dawn Song — 5 papers, h 4

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 citedOn the Societal Impact of Open Foundation Models

11 citations · 17 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

Data Shapley in One Training Run

Jiachen T. Wang, Prateek Mittal, Dawn Song +1

Data Shapley provides a principled framework for attributing data's contribution within machine learning contexts. However, existing approaches require re-training models on differ…

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