Skew Gaussian processes for classification |
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Authors: | Benavoli Alessio Azzimonti Dario Piga Dario |
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Affiliation: | 1.Department of Computer Science and Information Systems, University of Limerick, Limerick, Ireland ;2.Dalle Molle Institute for Artificial Intelligence Research (IDSIA) - USI/SUPSI, Manno, Switzerland ; |
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Abstract: | Machine Learning - Gaussian processes (GPs) are distributions over functions, which provide a Bayesian nonparametric approach to regression and classification. In spite of their success, GPs have... |
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