59 citations · 122 across the 7 of their papers we have counts for
3 papers · 1 filter
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…