Accelerating Solution of Generalized Linear Models by Solving Normal Equation Using GPGPU on a Large Real-World Tall-Skinny Data Set. - Tran Van Sang; Ryosuke Kobayashi; Rie Shigetomi Yamaguchi; Toshiyuki Nakata 001 (SBAC-PAD, 2019)

Human Factors in Homograph Attack Recognition. - Tran Phuong Thao; Yukiko Sawaya; Hoang-Quoc Nguyen-Son; Akira Yamada 001; Ayumu Kubota; Tran Van Sang; Rie Shigetomi Yamaguchi (ACNS (2), 2020)

Enhancing Boundary Attack in Adversarial Image Using Square Random Constraint. - Tran Van Sang; Tran Phuong Thao; Rie Shigetomi Yamaguchi; Toshiyuki Nakata 001 (IWSPA@CODASPY, 2022)

Component-Wise Natural Gradient Descent on Deep Neural Networks. - Tran Van Sang; Rie Shigetomi Yamaguchi; Mhd Irvan; Toshiyuki Nakata 001 (CSCI, 2022)

Evaluating the Performance Acceleration of Generalized Linear Solver using Normal Equation on Three Architectures for Tall Skinny Datasets. - Tran Van Sang; Rie Shigetomi Yamaguchi; Ryosuke Kobayashi; Toshiyuki Nakata 001 (CSCI, 2022)

Component-Wise Natural Gradient Descent - An Efficient Neural Network Optimization. - Tran Van Sang; Mhd Irvan; Rie Shigetomi Yamaguchi; Toshiyuki Nakata 001 (CANDAR, 2022)

Sub-Batch Update Mechanism for Component-Wise Natural Gradient Descent. - Tran Van Sang; Toshiyuki Nakata 001; Rie Shigetomi Yamaguchi; Mhd Irvan; Yoshihide Yoshimoto (ICAAI, 2024)