Distance-Penalized Active Learning Using Quantile Search

John Lipor, Brandon Wong, Donald Scavia +2

Adaptive sampling theory has shown that, with proper assumptions on the signal class, algorithms exist to reconstruct a signal in ${\mathbb{R}}^d$ with an optimal number of samples…