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Scott M. Lundberg

23 papers hereh-index 2955.8k citations50 works total

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

author position
  • first author5
  • middle author17
  • last author1

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.AI3
  • cs.CL3
  • cs.CV1
same name
  • Scott M. Lundberg — 1 paper, h 2
  • Scott M. Lundberg — 1 paper, h 1

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
20162023
most citedA Unified Approach to Interpreting Model Predictions

7.6k citations · 11.1k across the 23 of their papers we have counts for

collaborators
Showing 2016 · cs.AIShow all

1 paper · 2 filters

cs.AI2016★ 104 cited

An unexpected unity among methods for interpreting model predictions

Scott Lundberg, Su-In Lee

Understanding why a model made a certain prediction is crucial in many data science fields. Interpretable predictions engender appropriate trust and provide insight into how the mo…

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