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Randomized learning and generalization of fair and private classifiers: From PAC-Bayes to stability and differential privacy.
Luca Oneto
Michele Donini
Massimiliano Pontil
John Shawe-Taylor
Published in:
Neurocomputing (2020)
Keyphrases
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learning algorithm
privacy preserving
pac bayes
linear classifiers
differential privacy
training data
private data
differentially private
statistical learning
support vector
feature space
high dimensional
active learning
learning problems