Gaussian Processing for Machine Learning http://www.gaussianprocess.org/gpml/

Bayesian Reasoning and Machine Learning http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online

Convex Optimization http://www.stanford.edu/~boyd/cvxbook/