264 citations · 500 across the 6 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.LG2012★ 70 cited
Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes
Kai Yu, Anton Schwaighofer, Volker Tresp +2
Collaborative filtering (CF) and content-based filtering (CBF) have widely been used in information filtering applications. Both approaches have their strengths and weaknesses whic…
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…