Kyoto University · Graduate School of Informatics · 教授

Research keywordsStatistics・数理統計学・機械学習・統計科学

Research fieldsStatistical science

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• 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding2024 · EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference,
• Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding2024 · Findings of the Association for Computational Linguistics: EMNLP 2024,
• Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings2024 · Findings of the Association for Computational Linguistics: EMNLP 2024,
• Understanding Higher-Order Correlations Among Semantic Components in Embeddings2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,

• 高次元小標本データのための非線形選択的推論アルゴリズムの研究開発
• リサンプリングによるモデル信頼集合の構成法とその応用
• 意識現象の時刻測定と脳-意識相互作用の時系列解析
• ベイズ的なマルチスケール・ブートストラップ法の理論とその応用

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