1. Decision, Risk, and Operations Division, Columbia Business School, New York, New York 10027;
2. School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213;
3. John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, Massachusetts 02134