Shin Ishii

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

Takeru Miyato, Shin‐ichi Maeda, Masanori Koyama et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 2.8K citations

Computing, Computer Science, Computer Vision +15

A Bayesian missing value estimation method for gene expression profile data

Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa et al. · Bioinformatics · 2003 · 772 citations · Full text

Public Health, Biostatistics, Bayesian Biostatistics +16

A critical time window for dopamine actions on the structural plasticity of dendritic spines

Sho Yagishita, Akiko Hayashi‐Takagi, Graham C. R. Ellis‐Davies et al. · Science · 2014 · 653 citations

Life Sciences, Neurobiology, Neuroscience +17

On-line EM Algorithm for the Normalized Gaussian Network

Masa-aki Sato, Shin Ishii · Neural Computation · 2000 · 280 citations

Computing, Industrial Engineering, Algorithms +14

Distributional Smoothing with Virtual Adversarial Training

Takeru Miyato, Shin‐ichi Maeda, Masanori Koyama et al. · arXiv (Cornell University) · 2016 · 266 citations · Full text

Computing, Computer Science, Machine Learning +14