{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/recyclable-gaussian-processes","title":"Recyclable Gaussian Processes","arxiv_id":"2010.02554","date":"2020-10-06","proceeding":null,"authors":["Pablo Moreno-Muñoz","Antonio Artés-Rodríguez","Mauricio A. Álvarez"],"abstract":"We present a new framework for recycling independent variational approximations to Gaussian processes. The main contribution is the construction of variational ensembles given a dictionary of fitted Gaussian processes without revisiting any subset of observations. 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