Lp-Regularized Least Squares (0<p<1) and Critical Path

Masahiro Yukawa, Shun-ichi Amari

The least squares problem is formulated in terms of Lp quasi-norm regularization (0<p<1). Two formulations are considered: (i) an Lp-constrained optimization and (ii) an Lp-penaliz…