Richard Smith of UNC presents his research on completing the Boston Marathon results.  It’s a matrix completion problem, one that comes up in recommendation systems and biological systems. The idea is to allow 2013 participants who were stopped due to the bombing to have a completion time.

Update: K nearest neighbors algorithm worked best.

Update: Can be used as a better predictor of finish times during the race.