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Precise performance analysis of the LASSO under matrix uncertainties.
Ayed M. Alrashdi
Ismail Ben Atitallah
Tareq Y. Al-Naffouri
Mohamed-Slim Alouini
Published in:
GlobalSIP (2017)
Keyphrases
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feature selection
pairwise
least squares
variable selection
model selection
singular value decomposition
sparse representation
coefficient matrix
matrix representation
low rank
linear regression
machine learning
data sets
high dimensional data
sufficient conditions
linear algebra
singular values
learning algorithm