Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning

Zeel B Patel, Nipun Batra, Kevin Murphy

Gaussian processes are Bayesian non-parametric models used in many areas. In this work, we propose a Non-stationary Heteroscedastic Gaussian process model which can be learned with…