Yohei Tsuji

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · 2019 · 82 citations

Large-scale Global Optimization, Convolutional Neural Network, Engineering +18

Scalable and Practical Natural Gradient for Large-Scale Deep Learning

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 32 citations · Full text

Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · 2018 · 26 citations

Mathematical Programming, Training Resnet-50, Convolutional Neural Network +19

Double-Precision FPUs in High-Performance Computing: An Embarrassment of Riches?

Jens Domke, Kazuaki Matsumura, Mohamed Wahib et al. · 2019 · 21 citations

Hardware Security, Engineering, Supercomputer Architecture +13

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text

Large-scale Global Optimization, Convolutional Neural Network, Engineering +18