TrueSkill and AdPredictor: Large Scale Machine Learning in the Wild

Probabilistic Graphical Models play a crucial role in Microsoft's online services. In this talk, I will describe two powerful applications of machine learning in practice. TrueSkill is Xbox Live's Ran