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Amit Agarwal, Elad Hazan, Satyen Kale, Robert E · 2006 · DOI 10.1145/1143844.1143846 · arXiv 3844.114384

1 Pith paper cite this work, alongside 231 external citations. Polarity classification is still indexing.

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cs.LG 1

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2026 1

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CONDITIONAL 1

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Adaptive Bayes exactly tracks information over intrinsic time

cs.LG · 2026-06-26 · conditional · novelty 6.0

Any Bayes/multiplicative-weights update has an exact regret identity that splits excess loss into an intrinsic-time uncertainty payment and KL transport to the comparator, for both retempered and local adaptive schedules.

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  • Adaptive Bayes exactly tracks information over intrinsic time cs.LG · 2026-06-26 · conditional · none · ref 1

    Any Bayes/multiplicative-weights update has an exact regret identity that splits excess loss into an intrinsic-time uncertainty payment and KL transport to the comparator, for both retempered and local adaptive schedules.