2023
Robust Gaussian process regression with the trimmed marginal likelihood
UAI 2023poster
Accurate outlier detection is not only a necessary preprocessing step, but can itself give important insights into the data. However, especially, for non-linear regression the detection of outliers is non-trivial, and actually ambiguous. We propose a new method that identifies outliers by finding a…