Duality induced by an embedding structure of determinantal point process
arxiv(2024)
摘要
This paper investigates the information geometrical structure of a
determinantal point process (DPP). It demonstrates that a DPP is embedded in
the exponential family of log-linear models. The extent of deviation from an
exponential family is analyzed using the e-embedding curvature
tensor, which identifies partially flat parameters of a DPP. On the basis of
this embedding structure, the duality related to a marginal kernel and an
L-ensemble kernel is discovered.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要