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20122023
most citedA Max-Product EM Algorithm for Reconstructing Markov-tree Sparse Signals from Compressive Samples

4 citations · 14 across the 15 of their papers we have counts for

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stat.ML2012★ 4 cited

A Max-Product EM Algorithm for Reconstructing Markov-tree Sparse Signals from Compressive Samples

Zhao Song, Aleksandar Dogandzic

We propose a Bayesian expectation-maximization (EM) algorithm for reconstructing Markov-tree sparse signals via belief propagation. The measurements follow an underdetermined linea…