Author

Bokgyeong Kang

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Preprint Oct 2026

Divide-and-Conquer Neural Bayes Estimation for Spatial and Spatiotemporal Point Process Models

A divide-and-conquer neural Bayes estimation framework for spatial and spatiotemporal point process models that operates directly on raw point pattern realizations using transformer-based architectures on partitions of the spatiotemporal domain, together with an attention mechanism to optimally combine locally extracte...

Bokgyeong Kang, Andrew Zammit-Mangion, E. Schliep et al. · 0 citations