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