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Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning.
Leighton Pate Barnes
Alex Dytso
Harold Vincent Poor
Published in:
Entropy (2022)
Keyphrases
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information theoretic
iterative learning
generalization bounds
information theory
mutual information
learning theory
data dependent
generalization ability
model selection
ranking algorithm
incremental learning
vc dimension
linear classifiers
similarity measure
learning problems
learning machines