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Updated: May 13, 2025

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对于高斯过程的可证明准确的可扩展近似的辐射邻居

Yichen Zhu1, Michele Peruzzi2, Cheng Li3

  • 1Bocconi Institute for Data Science and Analytics, Bocconi University, Milan, MI, Italy.

Biometrika
|April 14, 2025
PubMed
概括

辐射邻居高斯过程 (RadGP) 提供了一个理论上验证的方法,用于在大数据集中近似高斯过程. 这种方法确保了准确的近似,提高了地理统计分析的可扩展性和图形模型规格.

关键词:
接近的估计方法定向非循环图是指向非循环图.斯过程是高斯过程.空间统计的空间统计.瓦斯斯坦的距离是瓦斯斯坦的距离

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