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

Yingtai XiaoGuanlin HeDanfeng ZhangDaniel 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