Ammar Tareen

Density Estimation on Small Data Sets

2018 · Physical Review Letters

How might a smooth probability distribution be estimated with accurately quantified uncertainty from a limited amount of sampled data? Here we describe a field-theoretic approach that addresses this problem remarkably well in one dimension, providing …