2020
GPIRT: A Gaussian Process Model for Item Response Theory
UAI 2020poster
The goal of item response theoretic (IRT) models is to provide estimates of latent traits from binary observed indicators and at the same time to learn the item response funcitons (IRFs) that map from latent trait to observed response. However, in many cases observed behavior can deviate significant…