no code implementations • 17 May 2023 • Akhil Vakayil, Roshan Joseph
In this work, we propose a novel framework for large-scale Gaussian process (GP) modeling.
no code implementations • 6 Oct 2021 • Akhil Vakayil, V. Roshan Joseph
In this work, we develop a method named Twinning, for partitioning a dataset into statistically similar twin sets.
no code implementations • 20 Dec 2020 • 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.