Can Critical-Point Paths Under ${\ell}_{{p}}$ -Regularization $(0<p<1)$ Reach the Sparsest Least Squares Solutions?

Kwangjin Jeong, Masahiro Yukawa, Shun-ichi Amari. Can Critical-Point Paths Under ${\ell}_{{p}}$ -Regularization $(0<p<1)$ Reach the Sparsest Least Squares Solutions?. IEEE Transactions on Information Theory, 60(5):2960-2968, 2014. [doi]

Authors

Kwangjin Jeong

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Masahiro Yukawa

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Shun-ichi Amari

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