A Comparison of Bayesian Inference Techniques for Sparse Factor Analysis

Yong See Foo, Heejung Shim

Dimension reduction algorithms aim to discover latent variables which describe underlying structures in high-dimensional data. Methods such as factor analysis and principal compone…