147 citations · 460 across the 31 of their papers we have counts for
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stat.CO2026
Adaptive Generalized Elliptical Slice Sampling
Nicholas Marco, Surya T. Tokdar
A central challenge in gradient-free MCMC is designing algorithms that simultaneously bypass manual tuning, scale efficiently with dimension, and adapt to local target geometry. Wh…
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…