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S. Kolek

1 paper here

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author position
  • first author1

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fields
  • cs.LG1

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collaborators

1 paper

cs.LG2021

A Rate-Distortion Framework for Explaining Black-box Model Decisions

Stefan Kolek, Duc Anh Nguyen, Ron Levie +2

We present the Rate-Distortion Explanation (RDE) framework, a mathematically well-founded method for explaining black-box model decisions. The framework is based on perturbations o…

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