289 citations · 755 across the 23 of their papers we have counts for
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stat.ME2026
Sampling-Based Batch Sequential Design by Stein Variational Gradient Descent
Penghui Fu, Xiaoxian Ding, Chunlin Ji +2
Many real-world experimental design problems require a batch of experimental runs across stages, in which multiple points are selected and evaluated at each stage. However, most wo…
stat.ME2026
Nearest-Neighbor Non-Gaussian Processes for Geostatistical Modeling
Penghui Fu, Yuhan Dong, Jianhua Z. Huang
We develop a general class of nearest-neighbor non-Gaussian processes (NNnGP) for modeling geostatistical data. By introducing non-linear conditional mean functions into the Vecchi…