Latent Variable Graphical Model Selection Via Convex Optimization
Suppose we have 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 hidden components, and to learn a statistic...
| Main Authors: | , , |
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| Andre forfattere: | |
| Format: | Article |
| Sprog: | en_US |
| Udgivet: |
Institute of Electrical and Electronics Engineers (IEEE)
2012
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| Online adgang: | http://hdl.handle.net/1721.1/72612 https://orcid.org/0000-0003-1132-8477 https://orcid.org/0000-0003-0149-5888 |