204 citations · 443 across the 11 of their papers we have counts for
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stat.ML2020★ 204 cited
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.ME2020★ 18 cited
Robust Experimental Designs for Model Calibration
Arvind Krishna, V. Roshan Joseph, Shan Ba +2
A computer model can be used for predicting an output only after specifying the values of some unknown physical constants known as calibration parameters. The unknown calibration p…