An online semi-definite programming with a generalised log-determinant regularizer and its applications

Yaxiong Liu, Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto

Abstract: We consider a variant of the online semi-definite programming problem: The decision space consists of positive semi-definite matrices with bounded diagonal entries and bounded $\Gamma$-trace norm, ...