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Explanation Shift: Detecting distribution shifts on tabular data via the
  explanation space

Explanation Shift: Detecting distribution shifts on tabular data via the explanation space

22 October 2022
Carlos Mougan
Klaus Broelemann
Gjergji Kasneci
T. Tiropanis
Steffen Staab
    FAtt
ArXiv (abs)PDFHTML

Papers citing "Explanation Shift: Detecting distribution shifts on tabular data via the explanation space"

2 / 2 papers shown
Delta-Audit: Explaining What Changes When Models Change
Delta-Audit: Explaining What Changes When Models Change
Arshia Hemmat
Afsaneh Fatemi
FAtt
224
1
0
27 Aug 2025
Explanatory Model Monitoring to Understand the Effects of Feature Shifts
  on Performance
Explanatory Model Monitoring to Understand the Effects of Feature Shifts on PerformanceKnowledge Discovery and Data Mining (KDD), 2024
Thomas Decker
Alexander Koebler
Michael Lebacher
Ingo Thon
Volker Tresp
Florian Buettner
248
2
0
24 Aug 2024
1