Generalized Model Selection for Unsupervised Learning in High Dimensions

Vaithyanathan, Shivakumar, Dom, Byron

Neural Information Processing Systems 

We then evaluate this scheme (based on marginal likelihood) and one based on cross-validated likelihood.

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