Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation

Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez. Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. In Giuseppe Nicosia, Varun Ojha 0001, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, editors, Machine Learning, Optimization, and Data Science - 7th International Conference, LOD 2021, Grasmere, UK, October 4-8, 2021, Revised Selected Papers, Part II. Volume 13164 of Lecture Notes in Computer Science, pages 116-131, Springer, 2021. [doi]

Abstract

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