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researcher

Paul Koch

6 papers hereh-index 113.4k citations21 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.HC1
  • cs.RO1
  • stat.ML1
same name
  • Paul Koch — 6 papers, 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
20122026
most citedInterpretML: A Unified Framework for Machine Learning Interpretability

322 citations · 359 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018★ 33 cited

Considerations When Learning Additive Explanations for Black-Box Models

Sarah Tan, Giles Hooker, Paul Koch +2

Many methods to explain black-box models, whether local or global, are additive. In this paper, we study global additive explanations for non-additive models, focusing on four expl…

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