The power of typed affine decision structures: a case study

HIGHLIGHTS

  • who: Gerrit Nolte from the rtmund, Germany have published the research work: The power of typed affine decision structures: a case study, in the Journal: (JOURNAL)
  • what: The authors show that PCA is easily compatible with TADS. While TADS do not yet scale as efficiently as state-of-the-art neural network verifiers the authors show that using PCA-based simplifications they can still scale to mediumsized problems and yield concise explanations for potential errors that can be used for other purposes such as debugging a network or generating new training samples. The authors show . . .

     

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