2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.IT2013
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…
cond-mat.stat-mech2010★ 2 cited
Dually flat structure with escort probability and its application to alpha-Voronoi diagrams
Atsumi Ohara, Hiroshi Matsuzoe, Shun-ichi Amari
This paper studies geometrical structure of the manifold of escort probability distributions and shows its new applicability to information science. In order to realize escort prob…