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cs.IT2009★ 13 cited
Information-theoretic limits of selecting binary graphical models in high dimensions
Narayana Santhanam, Martin J. Wainwright
The problem of graphical model selection is to correctly estimate the graph structure of a Markov random field given samples from the underlying distribution. We analyze the inform…
cs.IT2007
Delayed Feedback Capacity of Stationary Sources over Linear Gaussian Noise Channels
Shaohua Yang, Aleksandar Kavcic
We consider a linear Gaussian noise channel used with delayed feedback. The channel noise is assumed to be a ARMA (autoregressive and/or moving average) process. We reformulate the…