2 papers
math.ST2019
On the method of likelihood-induced priors
Ali Ghaderi
We demonstrate that the functional form of the likelihood contains a sufficient amount of information for constructing a prior for the unknown parameters. We develop a four-step al…
cs.CV2014
On Coarse Graining of Information and Its Application to Pattern Recognition
Ali Ghaderi
We propose a method based on finite mixture models for classifying a set of observations into number of different categories. In order to demonstrate the method, we show how the co…