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Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee.
Emanuele Frandi
Ricardo Ñanculef
Stefano Lodi
Claudio Sartori
Johan A. K. Suykens
Published in:
Mach. Learn. (2016)
Keyphrases
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significant improvement
data mining
benchmark datasets
cross validation
search engine
high dimensional
data mining techniques
model selection
sparse representation
statistical methods
linear regression
convergence analysis