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researcher

Na Zou

40 papers hereh-index 211.8k citations78 works total

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

author position
  • middle author24
  • last author14

Across the 38 of 40 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.AI8
  • cs.CL3
  • cs.CR1
  • cs.CV1
  • cs.IR1
same name
  • Na Zou — 2 papers
  • Na Zou — 1 paper

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
20182026
most citedUnderstanding and Unifying Fourteen Attribution Methods with Taylor Interactions

18 citations · 54 across the 30 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020

A Unified Taylor Framework for Revisiting Attribution Methods

Huiqi Deng, Na Zou, Mengnan Du +3

Attribution methods have been developed to understand the decision-making process of machine learning models, especially deep neural networks, by assigning importance scores to ind…

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