1. Sloan School of Management, MIT, Cambridge, Massachusetts 02142;
2. School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850;
3. Uber Technologies Inc., San Francisco, California 94103;
4. Department of Computer Science, Cornell University, Ithaca, New York 14850