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Su-In Lee

31 papers hereh-index 4658.2k citations121 works total

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

author position
  • middle author2
  • last author29

Across the 31 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.AI3
  • stat.ML3
  • cs.CV1
same name
  • Su-In Lee — 7 papers, h 2
  • Su-In Lee — 3 papers, h 5

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
20132023
most citedA Unified Approach to Interpreting Model Predictions

7.6k citations · 9.7k across the 31 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 2 cited

FastSHAP: Real-Time Shapley Value Estimation

Neil Jethani, Mukund Sudarshan, Ian Covert +2

Shapley values are widely used to explain black-box models, but they are costly to calculate because they require many model evaluations. We introduce FastSHAP, a method for estima…

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