Research

Publications


Climate Informatics


Boards:

        Editorial Board, Machine Learning Journal, 2011-2014

        Steering Committee, Climate Informatics Workshop, 2013-

        Executive Board, Workshop for Women in Machine Learning, 2010-2012


Chair/Organizer: 

        Organizer, Data Science for Social Good, KDD 2014

        Student Travel Award Chair, IEEE BigData, 2014

        Co-chair, International Workshop on Climate Informatics, 2011 (Co-founder), 2012

        Organizer, Machine Learning for Global Challenges, ICML 2011  

        Lead organizer, Foundations of Active Learning, NIPS 2005


Program/Reviewing Committees:

        NIPS 2005, 2007, 2008, 2009, 2010, 2011, 2012, 2013, (Area Chair), 2014

        ICML 2008, 2010, 2012 (Area Chair), 2013, 2014 (Area Chair)

        AISTATS 2012, 2013, 2014

        UAI 2011, 2012 (Senior PC), 2014

        ALT 2012

        KDD 2010, 2013

        SDM 2014 (Senior PC)

        IJCAI 2013 (Senior PC, AI and Computational Sustainability) 

        AAAI 2011, 2012 (Computational Sustainability and AI), 2013, 2014

        Discovery Informatics Workshop, AAAI 2014

        CIDU 2010, 2011 (Area Chair: Earth & Environmental Systems)

        PASSAT 2010    

   

Students and Postdocs:

        Geetha Jagannathan (Visiting Scholar, Computer Science, George Washington University)

        Scott McQuade (Ph.D., Computer Science, George Washington University)

        Mahesh Mohan (Ph.D., Computer Science, George Washington University)    

        Cheng Tang (Ph.D., Computer Science, George Washington University)

     

Alumni:

        Anna Choromanska (Ph.D., Electrical Engineering, Columbia University; co-advised with Tony Jebara) --> NYU       

        Eva Asplund (B.S. Computer Science, Columbia University; Earth Institute Research Assistantship)

        Shailesh Saroha (M.S. Computer Science, Columbia University) --> Amazon

        Chase Hensel (B.S. Computer Science, Columbia University) --> Google      

        Devendra Laulkar (M.S. Computer Science, Columbia University)

        Daniel Lee (postgrad research, Columbia University)