2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 2 cited
Variable selection for Gaussian process regression through a sparse projection
Chiwoo Park, David J. Borth, Nicholas S. Wilson +1
This paper presents a new variable selection approach integrated with Gaussian process (GP) regression. We consider a sparse projection of input variables and a general stationary…
cs.LG2020
Robust Gaussian Process Regression with a Bias Model
Chiwoo Park, David J. Borth, Nicholas S. Wilson +2
This paper presents a new approach to a robust Gaussian process (GP) regression. Most existing approaches replace an outlier-prone Gaussian likelihood with a non-Gaussian likelihoo…