Variational Outlier-Robust Gaussian Process Regression with Generative Modeling

Arslan Majal, Aamir Hussain Chughtai

Outliers can substantially distort Gaussian process regression (GPR) due to its conventional Gaussian observation likelihood, leading to inaccurate model learning and prediction. T…