Extension of replica analysis to MAP estimation with applications to compressed sensing
The replica method is a non-rigorous but widely-accepted technique from statistical physics used in the asymptotic analysis of large, random, nonlinear problems. This paper applies the replica method to analyze non-Gaussian maximum a posteriori (MAP) estimation. The main result is a counterpart to G...
| Main Authors: | , , |
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| 其他作者: | |
| 格式: | 文件 |
| 语言: | en_US |
| 出版: |
Institute of Electrical and Electronics Engineers (IEEE)
2012
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| 在线阅读: | http://hdl.handle.net/1721.1/71885 |