Optimal projection of observations in a Bayesian setting

Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit +1

Optimal dimensionality reduction methods are proposed for the Bayesian inference of a Gaussian linear model with additive noise in presence of overabundant data. Three different op…