Studies of Joint Structure Sparsity Pursuit in the Applications of Hierarchical Variable Selection and Fused Lasso

H Jiang - 2015 - diginole.lib.fsu.edu
In this dissertation, we study joint sparsity pursuit and its applications in variable selection in
high dimensional data. The first part of dissertation focuses on hierarchical variable …
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[PDF][PDF] The Studies of Joint Structure Sparsity Pursuit in the Applications of Hierarchical Variable Selection and Fused Lasso

H Jiang - 2015 - diginole.lib.fsu.edu
In this dissertation, we study joint sparsity pursuit and its applications in variable selection in
high dimensional data. The first part of dissertation focuses on hierarchical variable …