6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CV2015★ 6 cited
Inverse Renormalization Group Transformation in Bayesian Image Segmentations
Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda +1
A new Bayesian image segmentation algorithm is proposed by combining a loopy belief propagation with an inverse real space renormalization group transformation to reduce the comput…
cs.LG2014★ 3 cited
Composite Likelihood Estimation for Restricted Boltzmann machines
Muneki Yasuda, Shun Kataoka, Yuji Waizumi +1
Learning the parameters of graphical models using the maximum likelihood estimation is generally hard which requires an approximation. Maximum composite likelihood estimations are…
stat.ML2014
Bayesian Reconstruction of Missing Observations
Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka
We focus on an interpolation method referred to Bayesian reconstruction in this paper. Whereas in standard interpolation methods missing data are interpolated deterministically, in…