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publications

Efficient Large-scale Nonstationary Spatial Covariance function estimation using Convolutional Neural Networks

Published in Journal of Computational and Graphical Statistics (JCGS), 2024

This paper provides a data driven scalable approach for fitting Nonstationary Matern covariance for large datasets.

Recommended citation: Nag, Pratik, Yiping Hong, Sameh Abdulah, Ghulam A. Qadir, Marc G. Genton, and Ying Sun. "Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks." Journal of Computational and Graphical Statistics just-accepted (2024): 1-22.
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teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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