Complete Dictionary Learning via ${\ell }^4$-Norm Maximization over the Orthogonal Group

Yuexiang Zhai, Zitong Yang, Zhenyu Liao +2

This paper considers the fundamental problem of learning a complete (orthogonal) dictionary from samples of sparsely generated signals. Most existing methods solve the dictionary (…