Bandit Convex Optimization with Gradient Prediction Adaptivity

Shuche Wang, Adarsh Barik, Vincent Y. F. Tan

Bandit convex optimization (BCO) is a fundamental online learning framework with partial feedback, where the learner observes only the loss incurred at the chosen decision point in…