Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo

Marton Havasi, José Miguel Hernández-Lobato, Juan José Murillo-Fuentes. Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 7517-7527, 2018. [doi]

Abstract

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