1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ML2026
Continuous-depth Deep Gaussian Processes
Ying Li, Sanyou Wu, Zi Yang +6
Deep Gaussian processes (DGPs) are appealing Bayesian regression models, but their standard discrete-depth parameterization often becomes harder to optimize as depth grows. We argu…
stat.ML2025
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems
Zhidi Lin, Ying Li, Feng Yin +2
Gaussian process state-space models (GPSSMs) offer a principled framework for learning and inference in nonlinear dynamical systems with uncertainty quantification. However, existi…
cs.LG2023★ 1 cited
The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage
Fabian A. Braeu, Thanadet Chuangsuwanich, Tin A. Tun +8
: To describe the 3D structural changes in both connective and neural tissues of the optic nerve head (ONH) that occur concurrently at different stages of glaucoma us…