An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions.

Yingtai Xiao Guanlin He Danfeng Zhang Daniel Kifer

Published in: CoRR (2023)

Keyphrases

graphical models
convex loss functions
message passing
machine learning
optimal solution
pairwise
special case
probabilistic model
belief propagation
real valued
approximate inference