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Online Quantile Omniprediction for Proper Losses

Kim, Hyunsuk et al.
arXiv (All) · Papers
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machine-learningmethodology
The task of constructing a predictor that is simultaneously accurate under multiple evaluation metrics has been popularized recently under the name omniprediction. Prior work in this area has largely focused on binary prediction tasks, and existing results for multiclass and continuous outcomes typi
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