Differentially Private Distributed Bayesian Linear Regression with MCMC.
Baris AlparslanSinan YildirimS. Ilker BirbilPublished in: CoRR (2023)
Keyphrases
- linear regression
- differentially private
- least squares
- mixed effects
- posterior distribution
- regression problems
- markov chain monte carlo
- regression methods
- differential privacy
- ridge regression
- locally weighted
- nonlinear regression
- posterior probability
- bayesian inference
- regression trees
- parameter estimation
- linear models
- bayesian networks
- maximum a posteriori
- peer to peer