8 citations · 22 across the 12 of their papers we have counts for
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stat.CO2021★ 3 cited
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy
Daniel Sanz-Alonso, Ruiyi Yang
The stochastic partial differential equation approach to Gaussian processes (GPs) represents Matérn GP priors in terms of finite element basis functions and Gaussian coefficien…
math.ST2021★ 1 cited
Uniform Consistency in Nonparametric Mixture Models
Bryon Aragam, Ruiyi Yang
We study uniform consistency in nonparametric mixture models as well as closely related mixture of regression (also known as mixed regression) models, where the regression function…