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GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles.

Rory MitchellEibe FrankGeoff Holmes
Published in: PeerJ Comput. Sci. (2022)
Keyphrases
  • massively parallel
  • tree ensembles
  • random forests
  • fine grained
  • parallel computing
  • high performance computing
  • parallel computers
  • random forest
  • parallel architectures
  • conformal prediction
  • neural network