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稀疏貝葉斯學(xué)習(xí)的代碼,出自UCLA,大家可以下載看看
代碼片段和文件信息
%????Goal:?Compare?T-MSBL?T-SBL?MSBL?MFOCUSS
%??????????In?this?demo?you?will?see?T-MSBL?and?T-SBL?outperform?other?two
%??????????algorithms.?Particularly?please?note?that?T-MSBL?and?T-SBL
%??????????adaptively?learn?the?regularization?parameter?lambda?while?MSBL
%??????????freezes?lambda?to?the?true?noise?variance?(which?is?a?near
%??????????optimal?value).?When?T-MSBL?and?T-SBL?freeze?their?lambda?to?the
%??????????optimal?values?their?performance?can?be?further?better.
%
%??????????This?demo?also?shows?the?lambda?learning?rule?of?MSBL?is?very
%??????????poor.?It?should?not?be?used?in?low?SNR?cases.
%
%??Author:?Zhilin?Zhang?(z4zhang@ucsd.edu)
%????Date:?May?20?2011
%?Version:?1.1
clear?all;??
%?Experiment?Assignment
run_TMSBL?=?1;???????????%?Run?T-MSBL
r
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件???????7923??2011-06-29?18:55??TSBL_code\demo.m
?????文件???????3458??2011-06-29?18:55??TSBL_code\demo_fig3.m
?????文件???????2421??2011-06-29?18:55??TSBL_code\demo_fig6_SNR10.m
?????文件???????3360??2011-06-29?18:55??TSBL_code\demo_fig8.m
?????文件???????5657??2011-06-29?18:55??TSBL_code\demo_identicalVector.m
?????文件???????7551??2011-06-29?18:55??TSBL_code\demo_time_varying.m
?????文件?????371831??2011-06-29?18:55??TSBL_code\Master?the?Usage?of?TMSBL?in?3?Minutes.pdf
?????文件?????102173??2011-06-29?18:55??TSBL_code\Master?the?Usage?of?TSBL?in?1?Minute.pdf
?????文件???????5758??2011-06-29?18:55??TSBL_code\MFOCUSS.m
?????文件???????6214??2011-06-29?18:55??TSBL_code\MSBL.m
?????文件???????1912??2011-06-29?18:55??TSBL_code\perfSupp.m
?????文件???????1531??2011-06-29?18:55??TSBL_code\ReadMe.txt
?????文件??????17294??2011-06-29?18:55??TSBL_code\TMSBL.m
?????文件??????13981??2011-06-29?18:55??TSBL_code\TSBL.m
?????目錄??????????0??2011-06-29?18:55??TSBL_code
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???????????????551064????????????????????15
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