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researcher

Mukund Sundararajan

27 papers hereh-index 2816.4k citations60 works total

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

author position
  • first author9
  • middle author9
  • last author9

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.GT5
  • cs.CL3
  • cs.DB3
  • cs.CR2
  • cs.AI1
same name
  • Mukund Sundararajan — 1 paper
  • Mukund Sundararajan — 1 paper, 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

activity
20062023
most citedAxiomatic Attribution for Deep Networks

2.9k citations · 3.3k across the 26 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2019★ 36 cited

The many Shapley values for model explanation

Mukund Sundararajan, Amir Najmi

The Shapley value has become a popular method to attribute the prediction of a machine-learning model on an input to its base features. The use of the Shapley value is justified by…

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