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Lasso Screening Rules via Dual Polytope Projection

Published on Nov 07, 20141927 Views

Lasso is a widely used regression technique to find sparse representations. When the dimension of the feature space and the number of samples are extremely large, solving the Lasso problem remains cha

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Chapter list

Lasso Screening Rules via Dual Polytope Projection00:00
Key Ingredients of DPP Rules00:46
Geometric Intuitions of DPP Rules01:47
Results02:33