COLT offers two awards:
Best paper award: Hans Simon, An Almost Optimal PAC Algorithm.
Mark Fulk award (best student paper): Justin Eldridge, Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering (with M. Belkin and Y. Wang)
The best paper award is sponsored by the Machine Learning journal