Continual and Sliding Window Release for Private Empirical Risk Minimization.

Lauren Watson Abhirup Ghosh Benedek Rozemberczki Rik Sarkar

Published in: CoRR (2022)

Keyphrases

sliding window
empirical risk minimization
data streams
uniform convergence
statistical learning theory
vc dimension
fixed size
empirical risk
generalization bounds
rates of convergence
phase transition
data sets
computationally tractable
feature space
support vector machine
loss function