中野 允裕（なかの まさひろ）


日本電信電話株式会社
コミュニケーション科学基礎研究所
メディア情報研究部
生体情報処理研究グループ

連絡先:
ma.nakano (at) ntt.com
〒243-0198 神奈川県厚木市森の里若宮3-1

Research Interests

  • Bayesian nonparametrics
  • Bioinformatics

業績リスト

  • Peer-reviewed Paper

Peer-reviewed Paper

  1. M. Nakano, H. Sakuma, R. Nishikimi, R. Shibue, T. Sato, T. Iwata, K. Kunio: Warped Diffusion for Latent Differentiation Inference, International Conference on Artificial Intelligence and Statistics (AISTATS), 2024.
  2. M. Nakano, R. Shibue, K. Kunio: Sunflower Strategy for Bayesian Relational Data Analysis, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
  3. Y. Fujiwara, A. Kumagai, M. Nakano, M. Nakatsuji, A. Kimura: Efficient Algorithm for K-Multiple-Means, ACM on Management of Data, 2 (1), pp. 1-26, 2024.
  4. R. Nishikimi, M. Nakano, K. Kunio, S. Tsukada: Variational Autoencoder-Based Neural Electrocardiogram synthesis Trained by FEM-Based Heart Simulator, Cardiovascular Digital Health Journal, 5 (1), pp. 19-28, 2024.
  5. Y. Fujiwara, Y. Ida, A. Kumagai, M. Nakano, A. Kimura, N. Ueda: Data Science and Engineering, 8 (3), pp. 279-291, 2023.
  6. M. Nakano, R. Nishikimi, Y. Fujiwara, A. Kimura, T. Yamada, N. Ueda: Nonparametric Relational Models with Superrectangulation, International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.
  7. M. Nakano, Y. Fujiwara, A. Kimura, T. Yamada, N. Ueda: Permuton-induced Chinese Restaurant Process, Advances in Neural Information Processing Systems (NeurIPS), 2021.
  8. M. Nakano, Y. Fujiwara, A. Kimura, T. Yamada, N. Ueda: Bayesan Nonparametric Model for Arbitrary Cubic Partitioning, Asian Conference on Machine Learning (ACML), 2021.
  9. R. Shibue, M. Nakano, T. Iwata, K. Kashino, H. Tomoike: Unsupervised Heart Sound Decomposition and State Estimation with Generative Oscillation Models, Annual International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2021.
  10. M. Nakano, R. Shibue, K. Kashino, S. Tsukada, H. Tomoike: Gaussian Process with Physical Laws for 3D Cardiac Modeling, European Signal Processing Conference (EUSIPCO), 2021.
  11. M. Nakano, A. Kimura, T. Yamada, N. Ueda: Baxter Permutation Process, Advances in Neural Information Processing Systems (NeurIPS), 2020.

Conference Paper

Book

Report