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Tighter PAC-Bayes Bounds Through Coin-Betting

Tighter PAC-Bayes Bounds Through Coin-Betting

12 February 2023
Kyoungseok Jang
Kwang-Sung Jun
Ilja Kuzborskij
Francesco Orabona
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Papers citing "Tighter PAC-Bayes Bounds Through Coin-Betting"

4 / 4 papers shown
Title
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
Yi-Shan Wu
Yijie Zhang
Badr-Eddine Chérief-Abdellatif
Yevgeny Seldin
26
1
0
23 May 2024
More PAC-Bayes bounds: From bounded losses, to losses with general tail
  behaviors, to anytime validity
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity
Borja Rodríguez Gálvez
Ragnar Thobaben
Mikael Skoglund
26
9
0
21 Jun 2023
Tight Concentrations and Confidence Sequences from the Regret of
  Universal Portfolio
Tight Concentrations and Confidence Sequences from the Regret of Universal Portfolio
Francesco Orabona
Kwang-Sung Jun
49
38
0
27 Oct 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of
  Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
148
453
0
03 Dec 2007
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