Soma Yokoi

According to our database, Soma Yokoi authored at least 4 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Top-Down Bayesian Posterior Sampling for Sum-Product Networks.

Soma Yokoi, Issei Sato

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2020

Weak approximation of transformed stochastic gradient MCMC.

Soma Yokoi, Takuma Otsuka, Issei Sato

Mach. Learn., 2020

2019

Bayesian interpretation of SGD as Ito process.

Soma Yokoi, Issei Sato

CoRR, 2019

On Transformations in Stochastic Gradient MCMC.

Soma Yokoi, Takuma Otsuka, Issei Sato

CoRR, 2019