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Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers.

Tobias LeemannAlina FastowskiFelix PfeifferGjergji Kasneci
Published in: CoRR (2024)
Keyphrases
  • feature importance
  • additive models
  • random forest
  • feature selection
  • bayesian networks
  • image classification
  • data sets
  • semi supervised
  • linear classifiers
  • reproducing kernel hilbert space