dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling.
Chongliang LuoMd. Nazmul IslamNatalie E. SheilsJohn BureshMartijn J. SchuemieJalpa A. DoshiRachel M. WernerDavid A. AschYong ChenPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- privacy preserving
- generalized linear
- probabilistic model
- bayesian framework
- privacy guarantees
- similarity measure
- privacy preserving classification
- discriminant analysis
- statistical model
- parameter estimation
- expectation maximization
- maximum likelihood
- input data
- em algorithm
- privacy preservation
- k means
- feature extraction
- partitioned data