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cs.LG2026
Actions Have Consequences: Detecting Outcome Performativity using Intervention Testing
Brandon Gower-Winter, Georg Krempl
In many domains such as Palliative Care, Credit Assignment and Recommender Systems, predictions may causally influence the outcomes they predict. This phenomena is known as Outcome…
cs.LG2026
The Window Dilemma: Why Concept Drift Detection is Ill-Posed
Brandon Gower-Winter, Misja Groen, Georg Krempl
Non-stationarity of an underlying data generating process that leads to distributional changes over time is a key characteristic of Data Streams. This phenomenon, commonly referred…