386 citations · 460 across the 7 of their papers we have counts for
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cs.LG2013★ 2 cited
Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization
Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis +1
Recommender systems leverage user demographic information, such as age, gender, etc., to personalize recommendations and better place their targeted ads. Oftentimes, users do not v…
cs.LG2012★ 67 cited
Leveraging Side Observations in Stochastic Bandits
Stephane Caron, Branislav Kveton, Marc Lelarge +1
This paper considers stochastic bandits with side observations, a model that accounts for both the exploration/exploitation dilemma and relationships between arms. In this setting,…