Stratified cross-validation for unbiased and privacy-preserving federated learning.

Romain Bey Romain Goussault Mehdi Benchoufi Raphaël Porcher

Published in: CoRR (2020)

Keyphrases

cross validation
privacy preserving
model selection
generalization error
data sets
training set
real world
learning algorithm
hyperparameters
privacy concerns
record linkage
privacy preservation
support vector
distributed data
data perturbation