Random Function Priors for Correlation Modeling

Aonan Zhang, John Paisley

The likelihood model of high dimensional data $X_n$ can often be expressed as $p(X_n|Z_n,\theta )$, where $\theta :=({\theta }_k{)}_{k\in [K]}$ is a collection of hidden features shared…