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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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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Brânzei, Simina, Peres, Yuval
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2019
Assuntos:
Acceso en liña: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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