no code implementations • 9 Sep 2022 • Takahiro Kawashima, Hideitsu Hino
In this paper, we propose a nonlinear probabilistic generative model of Koopman mode decomposition based on an unsupervised Gaussian process.
no code implementations • 5 Jun 2020 • Sho Ichigozaki, Takahiro Kawashima, Hayaru Shouno
In this paper, we propose a Bayesian Graphical LASSO for correlated countable data and apply it to spatial crime data.
no code implementations • 2 Apr 2019 • Takahiro Kawashima, Hayaru Shouno
Photon-limited images are often seen in fields such as medical imaging.
