Bayesian Learning

Cambridge University Press

Variational Bayesian Learning Theory            

Academic Press

Machine Learning: A Bayesian and Optimization Perspective

Springer

Bayesian Learning for Neural Networks: 118      

Cambridge University Press

Bayesian Reasoning and Machine Learning          

Learning Bayesian Networks by Richard E. Neapolitan (March 27,2003)

Packt Publishing

Learning Bayesian Models with R (English Edition)

Cambridge University Press

Scalable Monte Carlo for Bayesian Learning      

Alexandre Andorra

Learning Bayesian Statistics                    

CRC Press

Bayesian Machine Learning in Geotechnical Site Characterization

Springer

Bayesian Methods for the Physical Sciences: Learning from Examples in Astronomy and Physics: 4