Wei Qi

Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments

Delayed feedback is a critical problem in dynamic recommender systems. In practice, the feedback result often depends on the frequency of recommendation. Most existing online learning literature fails to consider optimization of the recommendation frequency, and regards the reward from each successf…