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Updated: Jan 16, 2026

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几何Jensen-Shannon分歧的两种类型

Frank Nielsen1

  • 1Sony Computer Science Laboratories, Tokyo 141-0022, Japan.

Entropy (Basel, Switzerland)
|September 27, 2025
PubMed
概括

研究人员为正密度引入了扩展的几何Jensen-Shannon分歧 (G-JSD),为机器学习和信息科学提供了一个新的工具. 这种扩展的G-JSD提供了比标准G-JSD更普遍的方法,在高斯分布分析中有应用.

关键词:
巴塔查里亚距离 巴塔查里亚距离切尔诺夫信息 切尔诺夫信息杰弗里斯的分歧.詹森香农的分歧.塔内贾的分歧.指数式的家族是指数式的家族.f-分歧 f-分歧几何混合物 几何混合物信息的单调性 单调性预测的 γ-分歧.准算术意味着准算术.可分离的分歧分离.总变化距离的总变化距离

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