BiG-AMP

Approximate Message Passing for Bilinear Inference

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Publications

Please consult the publications listed below for details on the derivation and applications of BiG-AMP.

Journals

• J. T. Parker, P. Schniter, and V. Cevher, "Bilinear Generalized Approximate Message Passing," arXiv:1310.2632, 2013. [arXiv]

Conferences and Lectures

• J. T. Parker, P. Schniter, "Bilinear Generalized Approximate Message Passing (BiG-AMP) for Matrix Completion," Nov. 2012, presented at the Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA).
• P. Schniter, J. T. Parker, and V. Cevher, "Bilinear Generalized Approximate Message Passing (BiG-AMP) for Matrix Recovery Problems," Feb. 2012, presented at the Information Theory and Applications Workshop, (La Jolla, CA).
• P. Schniter and V. Cevher, "Apprixmate Message Passing for Bilinear Models," in Proceedings of the Workshop on Signal Processing and Adaptive Sparse Structured Representations (SPARS), Edinburgh, Scotland, Jun. 2011, p. 68.

© 2013 Jason T. Parker
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