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pro vyhledávání: '"Alois Gruson"'
Autor:
Catherinee Edwards, Ben Lacker, Vladan Radosavljevic, Oguz Semerci, Alois Gruson, Clay Gibson
Publikováno v:
RecSys
We aim to surface the best of Spotify for each user on the Home page by providing a personalized space where users can find recommendations of playlists, albums, artists, podcasts tailored to their individual preferences. Hundreds of millions of user
Autor:
Praveen Chandar, Alois Gruson, Christophe Charbuillet, Samantha Hansen, Ben Carterette, Damien Tardieu, James McInerney
Publikováno v:
WSDM
Evaluating algorithmic recommendations is an important, but difficult, problem. Evaluations conducted offline using data collected from user interactions with an online system often suffer from biases arising from the user interface or the recommenda
Autor:
James McInerney, Hugues Bouchard, Alois Gruson, Karl Higley, Benjamin Lacker, Samantha Hansen, Rishabh Mehrotra
Publikováno v:
RecSys
The multi-armed bandit is an important framework for balancing exploration with exploitation in recommendation. Exploitation recommends content (e.g., products, movies, music playlists) with the highest predicted user engagement and has traditionally