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20232025
most citedBayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization

1 citations · 1 across the 4 of their papers we have counts for

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stat.ME2025

GRASP: Grouped Regression with Adaptive Shrinkage Priors

Shu Yu Tew, Daniel F. Schmidt, Mario Boley

We introduce GRASP, a simple Bayesian framework for regression with grouped predictors, built on the normal beta prime (NBP) prior. The NBP prior is an adaptive generalization of t…

cs.LG2025

Improving Random Forests by Smoothing

Ziyi Liu, Phuc Luong, Mario Boley +1

Random forest regression is a powerful non-parametric method that adapts to local data characteristics through data-driven partitioning, making it effective across diverse applicat…