On Transformations in Stochastic Gradient MCMC. - Soma Yokoi; Takuma Otsuka; Issei Sato (CoRR, 2019)

Bayesian interpretation of SGD as Ito process. - Soma Yokoi; Issei Sato (CoRR, 2019)

Weak approximation of transformed stochastic gradient MCMC. - Soma Yokoi; Takuma Otsuka; Issei Sato (Mach. Learn., 2020)

Top-Down Bayesian Posterior Sampling for Sum-Product Networks. - Soma Yokoi; Issei Sato (KDD, 2024)