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cs.LG2025
ImageNot: A contrast with ImageNet preserves model rankings
Olawale Salaudeen, Moritz Hardt
We introduce ImageNot, a dataset constructed explicitly to be drastically different than ImageNet while matching its scale. ImageNot is designed to test the external validity of de…
cs.LG2025
Performative Prediction: Past and Future
Moritz Hardt, Celestine Mendler-Dünner
Predictions in the social world generally influence the target of prediction, a phenomenon known as performativity. Self-fulfilling and self-negating predictions are examples of pe…