3 citations · 3 across the 2 of their papers we have counts for
2 papers
math.NA2024
Inf-Sup neural networks for high-dimensional elliptic PDE problems
Xiaokai Huo, Hailiang Liu
Solving high dimensional partial differential equations (PDEs) has historically posed a considerable challenge when utilizing conventional numerical methods, such as those involvin…
cs.LG2023★ 3 cited
Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models
Tianxiang Gao, Xiaokai Huo, Hailiang Liu +1
Neural networks with wide layers have attracted significant attention due to their equivalence to Gaussian processes, enabling perfect fitting of training data while maintaining ge…