Stability Enhanced Privacy and Applications in Private Stochastic Gradient Descent.

Lauren Watson Benedek Rozemberczki Rik Sarkar

Published in: CoRR (2020)

Keyphrases

stochastic gradient descent
privacy preserving
loss function
least squares
step size
matrix factorization
random forests
regularization parameter
support vector machine
weight vector
multiple kernel learning
online algorithms
importance sampling
pairwise
machine learning algorithms
image restoration
training set