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A note on generalization bounds for losses with finite moments

A note on generalization bounds for losses with finite moments

25 March 2024
Borja Rodríguez Gálvez
Omar Rivasplata
Ragnar Thobaben
Mikael Skoglund
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Papers citing "A note on generalization bounds for losses with finite moments"

3 / 3 papers shown
Title
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through
  Supermartingales
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales
Maxime Haddouche
Benjamin Guedj
40
20
0
03 Oct 2022
Simpler PAC-Bayesian Bounds for Hostile Data
Simpler PAC-Bayesian Bounds for Hostile Data
Pierre Alquier
Benjamin Guedj
79
72
0
23 Oct 2016
Pac-Bayesian Supervised Classification: The Thermodynamics of
  Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
135
451
0
03 Dec 2007
1