131 citations · 131 across the 1 of their papers we have counts for
2 papers
stat.ML2020
SPlit: An Optimal Method for Data Splitting
V. Roshan Joseph, Akhil Vakayil
In this article we propose an optimal method referred to as SPlit for splitting a dataset into training and testing sets. SPlit is based on the method of Support Points (SP), which…
stat.AP2013★ 131 cited
Composite Gaussian process models for emulating expensive functions
Shan Ba, V. Roshan Joseph
A new type of nonstationary Gaussian process model is developed for approximating computationally expensive functions. The new model is a composite of two Gaussian processes, where…