An Efficient Stochastic Matching Pursuit Algorithm and its Applications
碩士 === 國立高雄大學 === 統計學研究所 === 98 === The stochastic matching pursuit algorithm, proposed by Chen et al. (2009), performs well in Bayesian variable selection. In this thesis, the full Bayesian version of the stochastic matching pursuit algorithm is first proposed and then an efficient computing approa...
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2010
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ndltd-TW-098NUK053370112015-10-13T18:49:19Z http://ndltd.ncl.edu.tw/handle/65949655164539857580 An Efficient Stochastic Matching Pursuit Algorithm and its Applications 一個有效率的隨機匹配追蹤演算法及其應用 Yu-chieh Tsai 蔡雨潔 碩士 國立高雄大學 統計學研究所 98 The stochastic matching pursuit algorithm, proposed by Chen et al. (2009), performs well in Bayesian variable selection. In this thesis, the full Bayesian version of the stochastic matching pursuit algorithm is first proposed and then an efficient computing approach of this algorithm is introduced. Next we focus on applying the stochastic matching pursuit algorithm in the denoising problem. Several simulations and real sound examples are used to demonstrate the performance of the algorithm. Ray-bing Chen 陳瑞彬 2010 學位論文 ; thesis 27 en_US |
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NDLTD |
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en_US |
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Others
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碩士 === 國立高雄大學 === 統計學研究所 === 98 === The stochastic matching pursuit algorithm, proposed by Chen et al. (2009), performs well in Bayesian variable selection. In this thesis, the full Bayesian version of the stochastic matching pursuit algorithm is first proposed and then an efficient computing approach of this algorithm is introduced. Next we focus on applying the stochastic matching pursuit algorithm in the denoising problem. Several simulations and real sound examples are used to demonstrate the performance of the algorithm.
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Ray-bing Chen |
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Ray-bing Chen Yu-chieh Tsai 蔡雨潔 |
| author |
Yu-chieh Tsai 蔡雨潔 |
| spellingShingle |
Yu-chieh Tsai 蔡雨潔 An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
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Yu-chieh Tsai |
| title |
An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
| title_short |
An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
| title_full |
An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
| title_fullStr |
An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
| title_full_unstemmed |
An Efficient Stochastic Matching Pursuit Algorithm and its Applications |
| title_sort |
efficient stochastic matching pursuit algorithm and its applications |
| publishDate |
2010 |
| url |
http://ndltd.ncl.edu.tw/handle/65949655164539857580 |
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