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Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data.
Borja Rodríguez Gálvez
Germán Bassi
Mikael Skoglund
Published in:
IEEE Trans. Inf. Theory (2021)
Keyphrases
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upper bound
generalization error
discrete data
upper and lower bounds
learning algorithm
generalization error bounds
worst case
lower bound
theoretical analysis
cross validation
sample complexity
active learning
model selection
classification error
neural network
training set