Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Abstract: Storing and sharing confidential data in a public cloud storage system always raises privacy and security issues. When data is outsourced to a cloud server, the basic demands are secure and ...