Ji Hyeong Park

Bilinear Bandits with Partially Observable Features

We study bilinear bandits with partially observable features on both the user and item sides. In each of $T$ rounds, the learner selects an arm and observes only the reward for the chosen pair. The reward model is linear in the user and item features with an unknown parameter matrix. Existing litera…