Jan Kalina

A Bayesian Framework for Regularized Estimation in Multivariate Models Integrating Approximate Computing Concepts

This paper discusses regularized estimators in the multivariate statistical model as tools naturally arising within a Bayesian framework. First, a link is established between Bayesian estimation and inference under parameter rounding (quantization), thereby connecting two distinc...