Aarti Singh

Professor

Machine Learning Department
Carnegie Mellon University

Director
AI institute for Societal Decision Making

Fall 2024          10-734 Foundations of Autonomous Decision Making under Uncertainty
Spring 2023     10-701 Introduction to Machine Learning (PhD)
Spring 2022     10-315 Introduction to Machine Learning (SCS Majors)
Fall 2021          10-315 Introduction to Machine Learning (SCS Majors)
Spring 2021     10-701 Introduction to Machine Learning (PhD)
Fall 2020          10-315 Introduction to Machine Learning (SCS Majors)
Spring 2020     On leave
Fall 2019          10-315 Introduction to Machine Learning (SCS Majors)
Spring 2019     On leave
Fall 2018          10-718 Data Analysis Course - with Ameet Talwalkar
Spring 2018     On leave
Fall 2017          10-725 Convex Optimization - with Pradeep Ravikumar
Spring 2017     10-701 Machine Learning - with Pradeep Ravikumar
Fall 2016          10-704 Information Processing and Learning
Spring 2016     10-401 Machine Learning - with Barnabas Poczos
Fall 2015          10-601A Machine Learning - with Geoff Gordon
Spring 2015     10-704 Information Processing and Learning - with Akshay Krishnamurthy
Fall 2014          10-701/15-781 Machine Learning - with Geoff Gordon
Spring 2014     10-701/15-781 Machine Learning - with Barnabas Poczos
Fall 2013          On leave
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