Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables

1 June 2022

Papers citing "Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables"

12 / 12 papers shown

Title
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
Probabilistic Generating Circuits -- Demystified Sanyam Agarwal Markus Bläser TPM 19 2 0 04 Mar 2024
PAC-Bayes-Chernoff bounds for unbounded losses Ioar Casado Luis A. Ortega A. Masegosa Aritz Pérez Martínez 31 6 0 02 Jan 2024
Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data Konstantinos Pitas Julyan Arbel BDL UQCV FedML 34 0 0 04 Oct 2023
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 28 9 0 21 Jun 2023
Exponential Stochastic Inequality Peter Grünwald M. F. Pérez-Ortiz Zakaria Mhammedi 29 1 0 27 Apr 2023
Tighter PAC-Bayes Bounds Through Coin-Betting Kyoungseok Jang Kwang-Sung Jun Ilja Kuzborskij Francesco Orabona 26 15 0 12 Feb 2023
Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty Felix Biggs Benjamin Guedj 24 7 0 20 Oct 2022
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales Maxime Haddouche Benjamin Guedj 51 20 0 03 Oct 2022
A Note on the Chernoff Bound for Random Variables in the Unit Interval Andrew Y. K. Foong W. Bruinsma David R. Burt 19 5 0 15 May 2022
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound Reuben Adams John Shawe-Taylor Benjamin Guedj 16 2 0 11 Feb 2022
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 34 40 0 01 Jul 2020