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Martin Jullum

22 papers hereh-index 141.5k citations41 works total

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

author position
  • first author3
  • middle author12
  • last author7

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.LG5
  • stat.ME4
  • stat.AP3
  • cs.CL1
  • cs.CR1
same name
  • Martin Jullum — 1 paper, h 0

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
20182026
most citedA Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them

22 citations · 42 across the 20 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024★ 4 cited

Improving the Weighting Strategy in KernelSHAP

Lars Henry Berge Olsen, Martin Jullum

In Explainable AI (XAI), Shapley values are a popular model-agnostic framework for explaining predictions made by complex machine learning models. The computation of Shapley values…

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