71 citations · 180 across the 10 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.GT2012★ 45 cited
Budget Optimization for Sponsored Search: Censored Learning in MDPs
Kareem Amin, Michael Kearns, Peter Key +1
We consider the budget optimization problem faced by an advertiser participating in repeated sponsored search auctions, seeking to maximize the number of clicks attained under that…
cs.LG2012★ 12 cited
Graphical Models for Bandit Problems
Kareem Amin, Michael Kearns, Umar Syed
We introduce a rich class of graphical models for multi-armed bandit problems that permit both the state or context space and the action space to be very large, yet succinctly spec…