Complete Dictionary Learning via ℓp-norm Maximization

Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau

Abstract: Dictionary learning is a classic representation learning method that has been widely applied in signal processing and data analytics. In this paper, we investigate a family of $\ell_p$-norm ($p>2,p...