Transcription of 稀疏贝叶斯学习(Sparse Bayesian Learning) - UCSD DSP LAB
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(Sparse Bayesian learning ) Zhilin Zhang Department of Electrical and Computer Engineering, University of California, San Diego, La Jolla, CA 92093-0407, USA 1 Sparse Bayesian learning , SBL Tipping 2001 [Tipping2001] / [Wipf2004,Ji2008] Wipf Rao SBL L1 Lasso Basis Pursuit L1 SBL [Donoho2003] L1 global minimum Wipf2004] SBL sensing matrix L1 L1 Approximate Message Passing Matching Pursuit SBL Wipf_NIPS2011] SBL SBL L1 iterative reweighted L1 minimization L1 [Wipf2010] Candes L1 [Candes2008] SBL [ModelCS] SBL SBL Zhang Rao (Block Sparse Bayesian learning .)
稀疏贝叶斯学习(Sparse Bayesian Learning) 张智林(Zhilin Zhang) z4zhang@ucsd.edu Department of Electrical and Computer Engineer ing, University of California, San Diego,
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