Marginally Constrained Nonparametric Bayesian Inference through Gaussian Processes

Bingjing Tang, Vinayak Rao

Nonparametric Bayesian models are used routinely as flexible and powerful models of complex data. Many times, a statistician may have additional informative beliefs about data dist…