Graphical Models and message-passing algorithms
Introduction to Graphical Models
The Parameter Server
Big Natural Language Data Processing
Skinny-dip: Clustering in a Sea of Noise
Advanced Algorithms
Large Graph-Mining: Power Tools and a Practitioner's Guide
Optimization in Learning and Data Analysis
Scalable Learning of Graphical Models
Combining Logic and Probability: Languages, Algorithms and Applications