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Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels.
Hao Wang
Rui Gao
Flávio P. Calmon
Published in:
J. Mach. Learn. Res. (2023)
Keyphrases
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additive noise
iterative algorithms
generalization bounds
spatial domain
noisy images
maximum likelihood
data dependent
learning theory
generalization ability
random variables
statistical learning theory
computer vision
speech signal
learning problems
vc dimension
frequency domain
probabilistic model