Lessons from Exploration and Exploitation Challenges

This talk is about successes and failures in the Exploration & Exploitation Challenges from ICML 11 & 12 {Adobe and Yahoo! datasets). We will particularly focus on the evaluation methods and exhibit some strong links with supervised classification.