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    Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches
    13 years 5 months ago
    Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches
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    Abstract--We present a versatile framework for tractable computation of approximate variances in large-scale Gaussian Markov random field estimation problems. In addition to its ef...
    Dmitry M. Malioutov, Jason K. Johnson, Myung Jin C...
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