111 citations · 283 across the 44 of their papers we have counts for
4 papers · 1 filter
On a convergence property of a geometrical algorithm for statistical manifolds
Shotaro Akaho, Hideitsu Hino, Noboru Murata
In this paper, we examine a geometrical projection algorithm for statistical inference. The algorithm is based on Pythagorean relation and it is derivative-free as well as represen…
Diffusion equations from master equations -- A discrete geometric approach --
Shin-itiro Goto, Hideitsu Hino
In this paper, continuous-time master equations with finite states employed in nonequilibrium statistical mechanics are formulated in the language of discrete geometry. In this for…
Expectation variables on a para-contact metric manifold exactly derived from master equations
Shin-itiro Goto, Hideitsu Hino
Based on information and para-contact metric geometries, in this paper a class of dynamical systems is formulated for describing time-development of expectation variables. Here suc…
Bayesian Optimization for Multi-objective Optimization and Multi-point Search
Takashi Wada, Hideitsu Hino
Bayesian optimization is an effective method to efficiently optimize unknown objective functions with high evaluation costs. Traditional Bayesian optimization algorithms select one…