@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{CTT100835682,
  author = {Rio Yokota and Yohei Tsuji and Kazuki Osawa},
  title = {Second Order Optimization for Distributed Data-parallel Deep Learning on 4000 GPUs},
  booktitle = {},
  year = 2020,
}

@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{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,
}

@inproceedings{CTT100775887,
  author = {辻 陽平 and 野村 哲弘 and 實本 英之 and 佐藤 育郎 and 松岡 聡},
  title = {動的なプロセス数操作による分散深層学習の耐故障性と性能評価},
  booktitle = {情報処理学会研究報告 IPSJ SIG Technical Report},
  year = 2017,
}