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Online learning with an almost perfect expert

We study multiclass online learning, where a forecaster predicts a sequence of elements drawn from a finite set using the advice of [Formula: see text] experts. Our main contributions are to analyze the scenario where the best expert makes a bounded number [Formula: see text] of mistakes and to show...

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Pubblicato in:Proc Natl Acad Sci U S A
Autori principali: Brânzei, Simina, Peres, Yuval
Natura: Artigo
Lingua:Inglês
Pubblicazione: National Academy of Sciences 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6442618/
https://ncbi.nlm.nih.gov/pubmed/30850534
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1818908116
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