Research field (2):
Intelligent informatics
, Information theory
Research keywords (3):
combinatorial optimization
, relational data mining
, statistical machine learning
Research theme for competitive and other funds (1):
2008 - 2010 Fast similarity search methods for large-scale and high-dimensional data sets by using complex networks
Papers (45):
Masahiro Nakano, Ryo Nishikimi, Yasuhiro Fujiwara, Akisato Kimura, Takeshi Yamada, Naonori Ueda. Nonparametric Relational Models with Superrectangulation. International Conference on Artificial Intelligence and Statistics (AISTATS). 2022
Masahiro Nakano, Yasuhiro Fujiwara, Akisato Kimura, Takeshi Yamada, Naonori Ueda. Permuton-induced Chinese Restaurant Process. Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021 (NeurIPS). 2021
Masahiro Nakano, Yasuhiro Fujiwara, Akisato Kimura, Takeshi Yamada, Naonori Ueda. Bayesian nonparametric model for arbitrary cubic partitioning. ACML. 2021. 1585-1600
Masahiro Nakano, Akisato Kimura, Takeshi Yamada, Naonori Ueda. Baxter Permutation Process. Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020(NeurIPS). 2020
Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada, Takeshi Yamada. Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions. Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015(NIPS). 2015. 1405-1413
2010/06 - KDD 2010 : The 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Best Research Paper Award Honorable Mention Online Multiscale Dynamic Topic Models
2009/05 - 情報処理学会 論文賞 購買順序を効率的に用いた協調フィルタリング
2008/06 - ソフトウェア科学会 論文賞 人間関係の重なりを持つコミュニティ構造の抽出
2008/05 - 17th international Conference on World Wide Web, (WWW2008) Best Poster Award Topigraphy: visualization for large-scale tag clouds