Optimal classification of Gaussian processes in homo- and heteroscedastic settings

Author:

Torrecilla José L.ORCID,Ramos-Carreño Carlos,Sánchez-Montañés Manuel,Suárez AlbertoORCID

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability,Theoretical Computer Science

Reference51 articles.

1. Baíllo, A., Cuevas, A., Cuesta-Albertos, J.A.: Supervised classification for a family of Gaussian functional models. Scand. J. Stat. 38(3), 480–498 (2011)

2. Baker, C.T.H.: The Numerical Treatment of Integral Equations. Clarendon, Oxford (1977)

3. Berlinet, A., Thomas-Agnan, C.: Reproducing Kernel Hilbert Spaces in Probability and Statistics. Springer, Boston (2004)

4. Berrendero, J.R., Cárcamo, J.: Linear components of quadratic classifiers. Adv. Data Anal. Classif. 13(2), 347–377 (2019)

5. Berrendero, J.R., Bueno-Larraz, B., Cuevas, A.: On Mahalanobis distance in functional settings (2018a). arXiv:1803.06550

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