Aarti Singh

A. Nico Habermann Assistant Professor

Machine Learning Department
Carnegie Mellon University


MAIN PUBLICATIONS GROUP TEACHING OUTREACH

I primarily teach 4 graduate level courses: 10-601 and 10-701/15-781 provide a good introduction to Machine Learning algorithms and are designed for M.S. and Ph.D. students, respectively. 10-702/36-702 covers the statistical aspects and theory of ML algorithms. 10-704 is a new inter-disciplinary course I offer that explores the connections between Information Theory and Machine Learning.

Spring 2014     10-701/15-781 Machine Learning - with Barnabas Poczos
Fall 2013          -
Spring 2013     10-702/36-702 Statistical Machine Learning - with Larry Wasserman
Fall 2012         10-701/15-781 Machine Learning - with Eric Xing
Spring 2012     10-704 Information Processing and Learning
Fall 2011         10-601 Machine Learning - with Tom Mitchell
Spring 2011     10-702/36-702 Statistical Machine Learning - with Larry Wasserman
Fall 2010         10-701/15-781 Machine Learning
Spring 2010     10-701/15-781 Machine Learning - with Tom Mitchell, Eric Xing
                        10-915 MLD Journal Club - with Geoff Gordon
Fall 2009          MLD Journal Club - with Geoff Gordon