Latent variable graphical model selection via convex optimization
Suppose we observe samples of a subset of a collection of random variables. No additional information is provided about the number of latent variables, nor of the relationship between the latent and observed variables. Is it possible to discover the number of latent components, and to learn a statis...
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| Format: | Article |
| Language: | en_US |
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Institute of Mathematical Statistics
2013
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| Online Access: | http://hdl.handle.net/1721.1/77885 https://orcid.org/0000-0003-0149-5888 |