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researcher

Michael Mayer

4 papers hereh-index 6132 citations13 works total

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

author position
  • sole author1
  • first author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.HC1
same name
  • Michael Mayer — 3 papers, h 41
  • Michael Mayer — 2 papers, h 2
  • Michael Mayer — 2 papers, h 4
  • Michael Mayer — 1 paper, h 5
  • Michael Mayer — 1 paper, h 4

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
20152025
most citedSHAP for additively modeled features in a boosted trees model

9 citations · 19 across the 4 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025★ 1 cited

Shapley Values: Paired-Sampling Approximations

Michael Mayer, Mario V. Wüthrich

Originally introduced in cooperative game theory, Shapley values have become a very popular tool to explain machine learning predictions. Based on Shapley's fairness axioms, every…

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