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Nima Noorshams, Ph.D. - Publications

Affiliations: 
2013 Electrical Engineering and Computer Sciences University of California, Berkeley, Berkeley, CA, United States 
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7 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2013 Noorshams N, Wainwright MJ. Stochastic belief propagation: A Low-Complexity Alternative to the Sum-Product Algorithm Ieee Transactions On Information Theory. 59: 1981-2000. DOI: 10.1109/Tit.2012.2231464  0.486
2013 Noorshams N, Wainwright MJ. Belief propagation for continuous state spaces: Stochastic message-passing with quantitative guarantees Journal of Machine Learning Research. 14: 2799-2835.  0.41
2012 Noorshams N, Wainwright MJ. Quantized stochastic belief propagation: Efficient message-passing for continuous state spaces Ieee International Symposium On Information Theory - Proceedings. 1241-1245. DOI: 10.1109/ISIT.2012.6283055  0.421
2011 Noorshams N, Wainwright MJ. 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. DOI: 10.1109/Jstsp.2011.2122241  0.464
2011 Noorshams N, Wainwright MJ. Stochastic belief propagation: Low-complexity message-passing with guarantees 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 269-276. DOI: 10.1109/Allerton.2011.6120178  0.398
2010 Noorshams N, Wainwright MJ. A near-optimal algorithm for network-constrained averaging with noisy links Ieee International Symposium On Information Theory - Proceedings. 1768-1772. DOI: 10.1109/ISIT.2010.5513278  0.369
2010 Noorshams N, Wainwright MJ. 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. DOI: 10.1109/ALLERTON.2010.5706928  0.341
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