Relaxation of the EM algorithm via quantum annealing for Gaussian mixture models. - Hideyuki Miyahara; Koji Tsumura; Yuki Sughiyama (CDC, 2016)

Fitness Gain of Individually Sensed Information by Cells. - Tetsuya J. Kobayashi; Yuki Sughiyama (Entropy, 2019)

Lineage EM algorithm for inferring latent states from cellular lineage trees. - So Nakashima; Yuki Sughiyama; Tetsuya J. Kobayashi (Bioinform., 2020)

Information Geometry of Dynamics on Graphs and Hypergraphs. - Tetsuya J. Kobayashi; Dimitri Loutchko; Atsushi Kamimura; Shuhei A. Horiguchi; Yuki Sughiyama (CoRR, 2022)

Cramer-Rao bound and absolute sensitivity in chemical reaction networks. - Dimitri Loutchko; Yuki Sughiyama; Tetsuya J. Kobayashi (CoRR, 2024)

Schödinger Bridge Type Diffusion Models as an Extension of Variational Autoencoders. - Kentaro Kaba; Reo Shimizu; Masayuki Ohzeki; Yuki Sughiyama (CoRR, 2024)