In this paper, first the basics of Bayesian inference with a parametric model of the data is presented. Then, the needed extensions are given when dealing with inverse problems and …
A Mohammad-Djafari - Journal of Physics: Conference Series, 2012 - iopscience.iop.org
Abstract Variational Bayesian Approximation (VBA) methods are recent tools for effective Bayesian computations. In this paper, these tools are used for inverse problems where the …