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arXiv · Statistics Machine Learning· Kaichuang Yang, H{\aa}vard Rue, Jakob Zeitler·· 4 hr agoAI score16

ISBO:基于 Log Gaussian Cox Process 与 INLA-SPDE 的可扩展时空贝叶斯优化

ISBO: Scalable Spatio-Temporal Bayesian Optimization with Log Gaussian Cox Process Models via the INLA-SPDE Approach

AI brief

研究提出 INLA-SPDE 时空贝叶斯优化框架 ISBO,用 Log-Gaussian Cox Process 建模对数强度,并通过 INLA-SPDE 完成推理。

Source: arXiv · Statistics Machine Learning · arxiv.org