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