Online metric algorithms with untrusted predictions

Machine-learned predictors, although achieving very good results for inputs resembling training data, cannot possibly provide perfect predictions in all situations. Still, decision-making systems that are based on such predictors need not only to benefit from good predictions but also to achieve a d...

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Váldodahkkit: Antoniadis, A, Coester, C, Eliáš, M, Polak, A, Simon, B
Materiálatiipa: Conference item
Giella:English
Almmustuhtton: Journal of Machine Learning Research 2020