Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM) on ShortScience.org

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Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM)
Park, Mijung and Jitkrittum, Wittawat and Qamar, Ahmad and Szabó, Zoltán and Buesing, Lars and Sahani, Maneesh
Neural Information Processing Systems Conference - 2015 via Local Bibsonomy
Keywords: dblp

Summaries/Notes 1

[link] Summary by NIPS Conference Reviews 8 years ago

The paper introduces a model which is probabilistic for non linear manifold discovery. It is based on a generative model with missing variables and required a variational EM implementation which is standard but nevertheless technical to derive in this specific context.

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