Yuki Sughiyama | DeepAI

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Featured Co-authors

Hideyuki Miyahara
10 publications
Tetsuya J. Kobayashi
6 publications
Koji Tsumura
3 publications
Dimitri Loutchko
1 publication
Shuhei Horiguchi
1 publication
Atsushi Kamimura
1 publication

research

∙ 11/26/2022

Information Geometry of Dynamics on Graphs and Hypergraphs

We introduce a new information-geometric structure of dynamics on discre...

0 Tetsuya J. Kobayashi, et al. ∙

research

∙ 12/13/2017

A Quantum Extension of Variational Bayes Inference

Variational Bayes (VB) inference is one of the most important algorithms...

0 Hideyuki Miyahara, et al. ∙

research

∙ 04/19/2017

Deterministic Quantum Annealing Expectation-Maximization Algorithm

Maximum likelihood estimation (MLE) is one of the most important methods...

0 Hideyuki Miyahara, et al. ∙

research

∙ 01/12/2017

Relaxation of the EM Algorithm via Quantum Annealing for Gaussian Mixture Models

We propose a modified expectation-maximization algorithm by introducing ...

0 Hideyuki Miyahara, et al. ∙