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stat.ME2021
Mesh-Based Solutions for Nonparametric Penalized Regression
Brayan Ortiz, Noah Simon
It is often of interest to estimate regression functions non-parametrically. Penalized regression (PR) is one statistically-effective, well-studied solution to this problem. Unfort…
stat.ME2021
An Online Projection Estimator for Nonparametric Regression in Reproducing Kernel Hilbert Spaces
Tianyu Zhang, Noah Simon
The goal of nonparametric regression is to recover an underlying regression function from noisy observations, under the assumption that the regression function belongs to a pre-spe…