I am a Computer Engineering major and would like to learn more about machine learning methods in Astronomy. What books or other resources could I use?
This recent KISSCaltech lecture by Prof. Rob Fergus at the NYU might be of interest. "An Overview of Machine Learning Approaches: Applications to Exoplanet Detection".