Yuki Sughiyama

Relaxation of the EM algorithm via quantum annealing for Gaussian mixture models

Koji Tsumura, Hideyuki Miyahara, Yuki Sughiyama, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

Fitness Gain of Individually Sensed Information by Cells

Tetsuya J. Kobayashi, Yuki Sughiyama, Tetsuya J. Kobayashi, 2019, Entropy.

Fluctuation Relations of Fitness and Information in Population Dynamics.

Yuki Sughiyama, Tetsuya J Kobayashi, Tetsuya J. Kobayashi, 2015, Physical review letters.

Stochastic and information-thermodynamic structures of population dynamics in a fluctuating environment.

Yuki Sughiyama, Tetsuya J Kobayashi, Tetsuya J. Kobayashi, 2017, Physical review. E.

Lineage EM algorithm for inferring latent states from cellular lineage trees

So Nakashima, Tetsuya J. Kobayashi, Yuki Sughiyama, 2018, Bioinform..

Information Thermodynamic Structure in Evolving and Adapting Systems

Tetsuya J. Kobayashi, Yuki Sughiyama, 2017 .

Pathwise thermodynamic structure in population dynamics.

Kazuyuki Aihara, Koji Tsumura, Yuki Sughiyama, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

Deterministic quantum annealing expectation-maximization algorithm

Koji Tsumura, Hideyuki Miyahara, Yuki Sughiyama, 2017, Journal of Statistical Mechanics: Theory and Experiment.