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cs.LG2020★ 2 cited
Analysis of Drifting Features
Fabian Hinder, Jonathan Jakob, Barbara Hammer
The notion of concept drift refers to the phenomenon that the distribution, which is underlying the observed data, changes over time. We are interested in an identification of thos…
cs.LG2020★ 4 cited
Counterfactual Explanations of Concept Drift
Fabian Hinder, Barbara Hammer
The notion of concept drift refers to the phenomenon that the distribution, which is underlying the observed data, changes over time; as a consequence machine learning models may b…