47 citations · 48 across the 8 of their papers we have counts for
3 papers · 1 filter
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
James McInerney, Brian Brost, Praveen Chandar +2
Users of music streaming, video streaming, news recommendation, and e-commerce services often engage with content in a sequential manner. Providing and evaluating good sequences of…
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation
Carlos Fernández-Loría, Foster Provost, Jesse Anderton +2
This study presents a systematic comparison of methods for individual treatment assignment, a general problem that arises in many applications and has received significant attentio…
The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify
David Holtz, Benjamin Carterette, Praveen Chandar +3
It remains unknown whether personalized recommendations increase or decrease the diversity of content people consume. We present results from a randomized field experiment on Spoti…