Memoryless Sequences for General Losses

One way to define the randomness of a fixed individual sequence is to ask how hard it is to predict relative to a given loss function. A sequence is memoryless if, with respect to average loss, no continuous function can predict the next entry of the sequence from a finite window of previous entries...

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Veröffentlicht in:	Journal of machine learning research 2020-06, Vol.21
Hauptverfasser:	Frongillo, Rafael, Nobel, Andrew
Format:	Artikel
Sprache:	eng
Schlagworte:	Automation & Control Systems Computer Science Computer Science, Artificial Intelligence Science & Technology Technology
Online-Zugang:	Volltext
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