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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
=
L
0
+
S
0
, where
L
0
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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