Safe Feature Identification Rule for Fused Lasso by An Extra Dual Variable

Pan Shang, Huangyue Chen, Lingchen Kong

Fused Lasso was proposed to characterize the sparsity of the coefficients and the sparsity of their successive differences for the linear regression. Due to its wide applications,…