A Theoretical Framework for Bayesian Nonparametric Regression

Fangzheng Xie, Wei Jin, Yanxun Xu

We develop a unifying framework for Bayesian nonparametric regression to study the rates of contraction with respect to the integrated $L_2$-distance without assuming the regressio…