Online learning of smooth functions on $\mathbb{R}$

Jesse Geneson, Kuldeep Singh, Alexander Wang

We study adversarial online learning of real-valued functions on $\mathbb{R}$. In each round the learner is queried at $x_t\in \mathbb{R}$, predicts ${\hat{y}}_t$, and then observes th…