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Nima Noorshams, Ph.D.

Affiliations: 
2013 Electrical Engineering and Computer Sciences University of California, Berkeley, Berkeley, CA, United States 
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Martin Wainwright grad student 2013 UC Berkeley
 (Low-Complexity Message-Passing Algorithms for Distributed Computation.)

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Publications

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Noorshams N, Wainwright MJ. (2013) Stochastic belief propagation: A Low-Complexity Alternative to the Sum-Product Algorithm Ieee Transactions On Information Theory. 59: 1981-2000
Noorshams N, Wainwright MJ. (2013) Belief propagation for continuous state spaces: Stochastic message-passing with quantitative guarantees Journal of Machine Learning Research. 14: 2799-2835
Noorshams N, Wainwright MJ. (2012) Quantized stochastic belief propagation: Efficient message-passing for continuous state spaces Ieee International Symposium On Information Theory - Proceedings. 1241-1245
Noorshams N, Wainwright MJ. (2011) Non-asymptotic analysis of an optimal algorithm for network-constrained averaging with noisy links Ieee Journal On Selected Topics in Signal Processing. 5: 833-844
Noorshams N, Wainwright MJ. (2011) Stochastic belief propagation: Low-complexity message-passing with guarantees 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 269-276
Noorshams N, Wainwright MJ. (2010) A near-optimal algorithm for network-constrained averaging with noisy links Ieee International Symposium On Information Theory - Proceedings. 1768-1772
Noorshams N, Wainwright MJ. (2010) Lossy source coding with sparse graph codes: A variational formulation of soft decimation 2010 48th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2010. 354-360
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