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On PAC-Bayesian Bounds for Random Forests
v1v2 (latest)

On PAC-Bayesian Bounds for Random Forests

23 October 2018
S. Lorenzen
Christian Igel
Yevgeny Seldin
ArXiv (abs)PDFHTML

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

7 / 7 papers shown
Title
On the Trade-off between the Number of Nodes and the Number of Trees in
  a Random Forest
On the Trade-off between the Number of Nodes and the Number of Trees in a Random Forest
Tatsuya Akutsu
A. Melkman
Atsuhiro Takasu
148
0
0
16 Dec 2023
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted
  Majority Vote
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
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
FedMLBDL
95
17
0
23 Jun 2021
Self-Bounding Majority Vote Learning Algorithms by the Direct
  Minimization of a Tight PAC-Bayesian C-Bound
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
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
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
Learning under Model Misspecification: Applications to Variational and Ensemble methods
A. Masegosa
29
1
0
18 Dec 2019
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