Bayesian Learning via Q-Exponential Process

Shuyi Li, Michael O'Connor, Shiwei Lan

Regularization is one of the most fundamental topics in optimization, statistics and machine learning. To get sparsity in estimating a parameter $u\in {\mathbb{R}}^d$, an ${\ell }_q$ pen…