84 citations · 130 across the 4 of their papers we have counts for
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stat.CO2011★ 7 cited
Adaptive Gaussian Predictive Process Approximation
Surya T Tokdar
We address the issue of knots selection for Gaussian predictive process methodology. Predictive process approximation provides an effective solution to the cubic order computationa…
stat.ME2011★ 3 cited
Efficient Gaussian Process Regression for Large Data Sets
Anjishnu Banerjee, David Dunson, Surya Tokdar
Gaussian processes (GPs) are widely used in nonparametric regression, classification and spatio-temporal modeling, motivated in part by a rich literature on theoretical properties.…