Recommendations, Machine Learning, Data Science, Recommendation System, Engineering.
host is a bandit and the reward distribution to sample is constructed from the historical interactions. This approach has the nice property of mostly selecting the host the user is highly engaged with, but bakes in some randomness based on how heavily concentrated those interactions are and how