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f-divergences and their applications in lossy compression and bounding
  generalization error

f-divergences and their applications in lossy compression and bounding generalization error

21 June 2022
Saeed Masiha
A. Gohari
Mohammad Hossein Yassaee
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Papers citing "f-divergences and their applications in lossy compression and bounding generalization error"

2 / 2 papers shown
Title
Generalization Analysis of Machine Learning Algorithms via the
  Worst-Case Data-Generating Probability Measure
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure
Xinying Zou
S. Perlaza
I. Esnaola
Eitan Altman
27
16
0
19 Dec 2023
Information-Theoretic Bounds on the Moments of the Generalization Error
  of Learning Algorithms
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms
Gholamali Aminian
Laura Toni
M. Rodrigues
64
16
0
03 Feb 2021
1