247 citations · 967 across the 25 of their papers we have counts for
Showing 2013 · cs.ITShow all
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cs.IT2013★ 5 cited
On conformal divergences and their population minimizers
Richard Nock, Frank Nielsen, Shun-ichi Amari
Total Bregman divergences are a recent tweak of ordinary Bregman divergences originally motivated by applications that required invariance by rotations. They have displayed superio…
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…