Differentially private tree-based redescription mining

HIGHLIGHTS

  • who: Matej Mihelu010diu0107 from the Department of Mathematics, University of Zagreb, Zagreb, Croatia have published the research: Differentially private tree-based redescription mining, in the Journal: (JOURNAL) of 18/09/2020
  • what: The algorithms are the first algorithms and the authors show via experiments that despite the inherent noise in differential privacy it can return trustworthy results even in smaller datasets where noise typically has a stronger effect. The particular method of exploratory data_analysis that the authors focus on in this paper is redescription mining. The authors propose three tree-based differentially private redescription mining . . .

     

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