Sensor Selection in High-Dimensional Gaussian Trees with Nuisances
We consider the sensor selection problem on multivariate Gaussian distributions where only a \emph{subset} of latent variables is of inferential interest. For pairs of vertices connected by a unique path in the graph, we show that there exist decompositions of nonlocal mutual information into local...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Neural Information Processing Systems Foundation
2015
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| Online Access: | http://hdl.handle.net/1721.1/96962 https://orcid.org/0000-0001-8576-1930 |