196 citations · 394 across the 27 of their papers we have counts for
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cs.IR2014
Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design
Oren Anava, Shahar Golan, Nadav Golbandi +4
It is well known that collaborative filtering (CF) based recommender systems provide better modeling of users and items associated with considerable rating history. The lack of his…
cs.LG2014★ 35 cited
Reducing Dueling Bandits to Cardinal Bandits
Nir Ailon, Thorsten Joachims, Zohar Karnin
We present algorithms for reducing the Dueling Bandits problem to the conventional (stochastic) Multi-Armed Bandits problem. The Dueling Bandits problem is an online model of learn…