no code implementations • NeurIPS 2020 • Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Ben Carterette, Mounia Lalmas-Roelleke
A challenge that machine learning practitioners in the industry face is the task of selecting the best model to deploy in production.
1 code implementation • 25 Jul 2020 • James McInerney, Brian Brost, Praveen Chandar, Rishabh Mehrotra, Ben Carterette
Users of music streaming, video streaming, news recommendation, and e-commerce services often engage with content in a sequential manner.
1 code implementation • 24 Apr 2020 • Carlos Fernández-Loría, Foster Provost, Jesse Anderton, Benjamin Carterette, Praveen Chandar
This study presents a systematic comparison of methods for individual treatment assignment, a general problem that arises in many applications and has received significant attention from economists, computer scientists, and social scientists.
no code implementations • 17 Mar 2020 • David Holtz, Benjamin Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, Sinan Aral
We also observe evidence that our treatment affected streams from sections of Spotify's app not directly affected by the experiment, suggesting that exposure to personalized recommendations can affect the content that users consume organically.