Relaxation of the EM algorithm via quantum annealing. - Hideyuki Miyahara; Koji Tsumura (ACC, 2016)

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

Quantum Expectation-Maximization Algorithm. - Hideyuki Miyahara; Kazuyuki Aihara; Wolfgang Lechner (CoRR, 2019)

Quantum Approximation of Normalized Schatten Norms and Applications to Learning. - Yiyou Chen; Hideyuki Miyahara; Louis-S. Bouchard; Vwani Roychowdhury (CoRR, 2022)

Quantum Advantage in Variational Bayes Inference. - Hideyuki Miyahara; Vwani Roychowdhury (CoRR, 2022)

Information geometric bound on general chemical reaction networks. - Tsuyoshi Mizohata; Tetsuya J. Kobayashi; Louis-S. Bouchard; Hideyuki Miyahara (CoRR, 2023)

Decoherence mitigation by embedding a logical qubit in a qudit. - Hideyuki Miyahara; Yiyou Chen; Vwani Roychowdhury; Louis-Serge Bouchard (Quantum Inf. Process., 2023)

Quantum natural gradient without monotonicity. - Toi Sasaki; Hideyuki Miyahara (CoRR, 2024)

First numerical observation of the Berezinskii-Kosterlitz-Thouless transition in language models. - Yuma Toji; Jun Takahashi; Vwani Roychowdhury; Hideyuki Miyahara (CoRR, 2024)