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Spectral Approaches to Learning Latent Variable Models: ICML 2012
Slides, sample code, and videos are now available (see below on this page). Many problems in machine learning involve collecting high-dimensional multivariate observations or sequences of observations, and then hypothesizing a compact model which explains these observations. An appealing representation for such a model is a latent variable model that relates a set of observed variables to an addit
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