@book{CTT100780894,
  author = {SUMIO WATANABE},
  title = {学習の代数的理論（人工知能学大辞典）},
  publisher = {共立出版},
  year = 2017,
}

@article{CTT100780881,
  author = {Naoki Hayashi and SUMIO WATANABE},
  title = {Upper Bound of Bayesian Generalization Error in Non-Negative Matrix Factorization},
  journal = {NEUROCOMPUTING},
  year = 2017,
}

@article{CTT100801535,
  author = {Koda, N. and SUMIO WATANABE},
  title = {Interpretation method of nonlinear multilayer principal component analysis by using sparsity and hierarchical clustering},
  journal = {Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016},
  year = 2017,
}

@inproceedings{CTT100780889,
  author = {Kouya Ohashi and SUMIO WATANABE},
  title = {変化点検出問題におけるベイズ検定統計量の導出と検出力の実験的考察},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780892,
  author = {SUMIO WATANABE},
  title = {学習理論よ何処へ},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780885,
  author = {Naoki Hayashi and SUMIO WATANABE},
  title = {Tighter Upper Bound of Real Log Canonical Threshold of Non-negative Matrix Factorization and its Application to Bayesian Inference},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780888,
  author = {Naoki Hayashi and SUMIO WATANABE},
  title = {確率行列分解の実対数閾値とBayes学習への応用},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780884,
  author = {Masahiro Koujima and SUMIO WATANABE},
  title = {Phase Transition Structure of Variational Bayesian Nonnegative Matrix Factorization.},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780886,
  author = {SUMIO WATANABE},
  title = {Difference between Bayes Cross Validation and WAIC for Conditional Independent Samples},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100780895,
  author = {SUMIO WATANABE},
  title = {情報量規準とクロスバリデーションの同じ点と異なる点},
  booktitle = {},
  year = 2017,
}