@article{CTT100832594,
  author = {Kazuki Osawa and Yohei Tsuji and Yuichiro Ueno and Akira Naruse and Chuan-Sheng Foo and Rio Yokota},
  title = {Scalable and Practical Natural Gradient for Large-Scale Deep Learning},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 2020,
}

@inproceedings{CTT100854272,
  author = {Yuichiro Ueno and Kazuki Osawa and Yohei Tsuji and Akira Naruse and Rio Yokota},
  title = {Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100815305,
  author = {Yohei Tsuji and Kazuki Osawa and Yuichiro Ueno and Akira Naruse and Rio Yokota and Satoshi Matsuoka},
  title = {Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method},
  booktitle = {Proceedings of the 48th International Conference on Parallel Processing: Workshops},
  year = 2019,
}

@inproceedings{CTT100793663,
  author = {Kazuki Osawa and Yohei Tsuji and Yuichiro Ueno and Akira Naruse and Rio Yokota and Satoshi Matsuoka},
  title = {Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100793660,
  author = {Yuichiro Ueno and Rio Yokota},
  title = {Exhaustive Study of Hierarchical AllReduce Patterns for Large Messages Between GPUs},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100793658,
  author = {横田理央 and 大沢和樹 and 辻陽平 and 上野裕一郎 and 成瀬彰},
  title = {大規模並列深層学習における2次の最適化手法の効果},
  booktitle = {},
  year = 2019,
}