Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models

Rishit Sheth, Roni Khardon. Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 5157-5167, 2017. [doi]

Abstract

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