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From Generalisation Error to Transportation-cost Inequalities and Back

From Generalisation Error to Transportation-cost Inequalities and Back

8 February 2022
A. Esposito
Michael C. Gastpar
ArXivPDFHTML

Papers citing "From Generalisation Error to Transportation-cost Inequalities and Back"

4 / 4 papers shown
Title
Generalization Bounds via Conditional $f$-Information
Generalization Bounds via Conditional fff-Information
Ziqiao Wang
Yongyi Mao
FedML
45
1
0
30 Oct 2024
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization
Francisco Daunas
I. Esnaola
S. Perlaza
H. Vincent Poor
33
2
0
02 Oct 2024
Exactly Tight Information-Theoretic Generalization Error Bound for the
  Quadratic Gaussian Problem
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem
Ruida Zhou
C. Tian
Tie Liu
46
3
0
01 May 2023
Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal
  Leakage
Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage
Ibrahim Issa
A. Esposito
Michael C. Gastpar
29
2
0
28 Feb 2023
1