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  Browse All Reviews > Mathematics Of Computing (G) > Probability And Statistics (G.3) > Robust Regression (G.3...)  
 
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  1-3 of 3 Reviews about "Robust Regression (G.3...)": Date Reviewed
  Robust principal component analysis?
Candès E., Li X., Ma Y., Wright J. Journal of the ACM 58(3): 1-37, 2011.  Type: Article

Consider a matrix M, such that M = L0 + S0, where L0 is supposed to have low rank, and S...

Sep 1 2011
  Localized classification
Tutz G., Binder H. Statistics and Computing 15(3): 155-166, 2005.  Type: Article

To mitigate the curse of dimensionality, the main problem in localized classification techniques, the authors combine localization with appropriate dimension reduction. The underlying assumption is that not all observations or predicto...

Jan 13 2006
  Robust Linear and Support Vector Regression
Mangasarian O., Musicant D. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(9): 950-955, 2000.  Type: Article

The authors consider a generally unsolvable system of linear equations , where is a given
Sep 1 2001
 
 
 
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