On PAC-Bayesian Bounds for Random Forests

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On PAC-Bayesian Bounds for Random Forests

23 October 2018

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Papers citing "On PAC-Bayesian Bounds for Random Forests"

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Title
On the Trade-off between the Number of Nodes and the Number of Trees in a Random Forest Tatsuya Akutsu A. Melkman Atsuhiro Takasu 146 0 0 16 Dec 2023
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote Yi-Shan Wu A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 60 8 0 25 Jun 2021
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound Valentina Zantedeschi Paul Viallard Emilie Morvant Rémi Emonet Amaury Habrard Pascal Germain Benjamin Guedj FedML BDL 95 17 0 23 Jun 2021
Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound Paul Viallard Pascal Germain Amaury Habrard Emilie Morvant 49 6 0 28 Apr 2021
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 142 40 0 01 Jul 2020
PAC-Bayes Analysis Beyond the Usual Bounds Omar Rivasplata Ilja Kuzborskij Csaba Szepesvári John Shawe-Taylor 123 80 0 23 Jun 2020
Learning under Model Misspecification: Applications to Variational and Ensemble methods A. Masegosa 29 1 0 18 Dec 2019