308 citations · 1.4k across the 40 of their papers we have counts for
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math.ST2011★ 41 cited
Stochastic expansions using continuous dictionaries: Lévy adaptive regression kernels
Robert L. Wolpert, Merlise A. Clyde, Chong Tu
This article describes a new class of prior distributions for nonparametric function estimation. The unknown function is modeled as a limit of weighted sums of kernels or generator…
stat.AP2011★ 18 cited
Bayesian nonparametric models for peak identification in MALDI-TOF mass spectroscopy
Leanna L. House, Merlise A. Clyde, Robert L. Wolpert
We present a novel nonparametric Bayesian approach based on Lévy Adaptive Regression Kernels (LARK) to model spectral data arising from MALDI-TOF (Matrix Assisted Laser Desorption…