I added some references. I only included papers so far that I have already read.
For the structure of the bib entries, we should have a convention. I now keyed them with Author names (full names if <= 2 and first authorEtAl otherwise) and the year. I also try to keep them in alphabetical order. There are tools that order bib files, though, so this is not a major issue. Finally, whenever you add an entry make sure to include a link to the pdf.
One more thing: In line 33 I changed the example from Gaussian Mixture Model to Bayesian Linear Regression. First of all it's easier but it also gives a smoother transition to Gaussian Processes.
I added some references. I only included papers so far that I have already read.
For the structure of the bib entries, we should have a convention. I now keyed them with Author names (full names if <= 2 and first authorEtAl otherwise) and the year. I also try to keep them in alphabetical order. There are tools that order bib files, though, so this is not a major issue. Finally, whenever you add an entry make sure to include a link to the pdf.