Search Results for author: Akhil Vakayil

Found 3 papers, 0 papers with code

A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling

no code implementations17 May 2023 Akhil Vakayil, Roshan Joseph

In this work, we propose a novel framework for large-scale Gaussian process (GP) modeling.

Data Twinning

no code implementations6 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.

Data Compression

SPlit: An Optimal Method for Data Splitting

no code implementations20 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.

regression

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