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06/07/2022
FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning
Federated learning (FL) has emerged as an effective approach to address ...
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03/01/2021
Wide Network Learning with Differential Privacy
Despite intense interest and considerable effort, the current generation...
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08/16/2019
Accelerated learning from recommender systems using multi-armed bandit
Recommendation systems are a vital component of many online marketplaces...
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07/03/2019
Deep Personalized Re-targeting
Predicting booking probability and value at the traveler level plays a c...
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06/26/2019
A Simple Deep Personalized Recommendation System
Recommender systems are a critical tool to match listings and travelers ...
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06/14/2019