Differentially Private Bayesian Inference for Generalized Linear Models.
Tejas KulkarniJoonas JälköAntti KoskelaSamuel KaskiAntti HonkelaPublished in: CoRR (2020)
Keyphrases
- bayesian inference
- differentially private
- generalized linear models
- regression model
- logistic regression
- linear regression
- dirichlet process
- variational inference
- differential privacy
- probabilistic model
- prior information
- statistical inference
- bayesian model
- hyperparameters
- decision trees
- particle filter
- privacy preserving
- data sets
- naive bayes
- markov chain monte carlo
- pairwise
- training data
- information retrieval
- data mining