12 citations · 30 across the 8 of their papers we have counts for
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stat.ML2021
Explainable AI by BAPC -- Before and After correction Parameter Comparison
Florian Sobieczky, Manuela Geiß
A local surrogate for an AI-model correcting a simpler 'base' model is introduced representing an analytical method to yield explanations of AI-predictions. The approach is studied…
stat.ML2020★ 12 cited
Graph-based calibration transfer
Ramin Nikzad-Langerodi, Florian Sobieczky
The problem of transferring calibrations from a primary to a secondary instrument, i.e. calibration transfer (CT), has been a matter of considerable research in chemometrics over t…