2025
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
ICML 2025poster
Contextual sequential decision-making is fundamental to machine learning, with applications in bandits, sequential hypothesis testing, and online risk control. These tasks often rely on statistical measures like expectation, variance, and quantiles. In this paper, we propose a universal algorithmic…