Browsing by Subject "Convergence Rate"
Now showing items 1-2 of 2
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(2016-08-03)The penalized spline estimator has been formally introduced in the context of the nonparametric regression model. Despite the wide range of its application, the theory of penalized spline estimator has fallen behind. In ...
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(2021-07-16)I provide statistical guarantees for Bayesian variational boosting by proposing a novel small bandwidth Gaussian mixture variational family. We employ a functional version of Frank-Wolfe optimization as our variational ...