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researcher

A. Shrikumar

7 papers hereh-index 2110.1k citations53 works total

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

author position
  • first author5
  • middle author1
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV1
  • q-bio.GN1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedLearning Important Features Through Propagating Activation Differences

2.4k citations · 3.2k across the 7 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 539 cited

Not Just a Black Box: Learning Important Features Through Propagating Activation Differences

Avanti Shrikumar, Peyton Greenside, Anna Shcherbina +1

Note: This paper describes an older version of DeepLIFT. See https://arxiv.org/abs/1704.02685 for the newer version. Original abstract follows: The purported "black box" nature of…

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