59 citations · 122 across the 7 of their papers we have counts for
7 papers
Graphical model for factorization and completion of relatively high rank tensors by sparse sampling
Angelo Giorgio Cavaliere, Riki Nagasawa, Shuta Yokoi +2
We consider tensor factorizations based on sparse measurements of the components of relatively high rank tensors. The measurements are designed in a way that the underlying graph o…
Replicated liquid theory in dimensions
Yukihiro Tomita, Hajime Yoshino
We develop a replicated liquid theory for structural glasses which exhibit spatial variation of physical quantities along one axis, say -axis. The theory becomes exact with infi…
Liquid and solid layers in a thermal deep learning machine
Gang Huang, Lai Shun Chan, Hajime Yoshino +2
Based on deep neural networks (DNNs), deep learning has been successfully applied to many problems, but its mechanism is still not well understood -- especially the reason why over…
Scaling Analysis of Domain-Wall Free-Energy in the Edwards-Anderson Ising Spin Glass in a Magnetic Field
M. Sasaki, K. Hukushima, H. Yoshino +1
The stability of the spin-glass phase against a magnetic field is studied in the three and four dimensional Edwards-Anderson Ising spin glasses. Effective couplings and effective f…
Scaling approach to glassy stationary states of spin-glasses under chaos effects
Hajime Yoshino, Petra E. Jonsson
Dynamics of spin-glasses subjected to slow continuous changes of working enviroment such as slow changes of temperature or interaction bonds are studied based on scaling arguments…
Fragility of the Free-Energy Landscape of a Directed Polymer in Random Media
Marta Sales, Hajime Yoshino
We examine the sensitiveness of the free-energy landscape of a directed polymer in random media with respect to various kinds of infinitesimally weak perturbation including the int…