Machine Learning - Good Papers

A Few Useful Things to Know about Machine Learning
Pedro Domingos
University of Washington

Deep Machine Learning- A New Frontier in AI Research
Itamar Arek, Derek Rose

Analyzing Text and Social Network Data
with Probabilistic Models
Padhraic Smyth

Machine Learning with Mallet
Davind Mimno

Pattern Recognition and Machine Learning
Christopher Bishop