Waseda University · Faculty of Political Science and Economics / Graduate School of Political Science / Graduate School of Economics

Research keywordsHidden Markov Polya trees・tree boosting・distribution learning・particle rolling MCMC・high-dimensional distributions・Bayesian nonparametrics

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• Unsupervised tree boosting for learning probability distributions2024 · Awaya, Naoki, Ma, Li
• Hidden Markov Pólya Trees for High-Dimensional Distributions2024 · Awaya, N., Ma, L.
• Particle rolling MCMC with double-block sampling2023 · Awaya, N., Omori, Y.
• Tree-based Methods for Learning Probability Distributions2022 · Awaya, Naoki

• 複雑データに対するベイズモデリングの基盤創出2025 · 日本学術振興会 科学研究費助成事業

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