Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds.

Anastasia Borovykh Nikolas Kantas Panos Parpas Greg Pavliotis

Published in: CoRR (2023)

Keyphrases

relative entropy
information theoretic
information theory
log likelihood
upper bound
mutual information
covariance matrix
lower bound
bregman divergences
mahalanobis distance
worst case
theoretical guarantees
distance measure
anisotropic diffusion
kullback leibler divergence