Avrim Blum
Professor of Computer Science

Department of Computer Science
Carnegie Mellon University
Pittsburgh, PA 15213-3891
avrim at cs.cmu.edu

Office: GHC 8111
Tel: (412) 268-6452
Fax: (412) 268-5576
Admin assist: Marilyn Walgora, GHC 8220, 268-3505

My main research interests are machine learning theory, approximation algorithms, on-line algorithms, and algorithmic game theory / mechanism design, and some time ago I did work in AI Planning. I was/am on the Program Committees for FOCS 2008 (Symp. Foundations of Computer Science), ACM-EC 2008 (Electronic Commerce), and COLT 2007 (Conference on Learning Theory), and am currently co-organizing a NIPS 2008 workshop on Learning with Data Dependent Concept Spaces. I also co-organized a series of NSF Workshops on the Computational Worldview and the Sciences. A while back I served as Program Chair for FOCS 2000. For more information on my research, see the publications and research interests links below. I am also affiliated with the Machine Learning department.

I am currently (Fall 2009) teaching 15-451 Algorithms.

Publications ALADDIN, Algorithms and Complexity Group
Research Interests ACO Program Home Page
Survey Talks Theory Seminars, Theory lunch ML lunch
Courses Family pictures, Other pictures, My Startup Page
My Tutorial on Machine Learning Theory given at FOCS 2003 and a short essay.

My advisees: Or Sheffet, Pranjal Awasthi, Aaron Roth.

Past advisees: Prasad Chalasani, Santosh Vempala, Carl Burch, Adam Kalai, John Langford, Nikhil Bansal, Martin Zinkevich, Shuchi Chawla, Brendan McMahan, Nina Balcan, Shobha Venkataraman, Mugizi Robert Rwebangira, Katrina Ligett.

Yahoo
Some old friends: Sergie (his band), Sasha, Elliott.

[Last updated August 2009]