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researcher

James Y. Zou

5 papers hereh-index 8682 citations22 works total

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

author position
  • middle author1
  • last author4

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

fields
  • cs.GT3
  • cs.LG1
  • stat.ML1
same name
  • James Y. Zou — 110 papers, h 56
  • James Y. Zou — 5 papers, h 19
  • James Y. Zou — 4 papers, h 21

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

activity
20122022
most citedWeightedSHAP: analyzing and improving Shapley based feature attributions

15 citations · 16 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 15 cited

WeightedSHAP: analyzing and improving Shapley based feature attributions

Yongchan Kwon, James Zou

Shapley value is a popular approach for measuring the influence of individual features. While Shapley feature attribution is built upon desiderata from game theory, some of its con…

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