Refined $\alpha$-Divergence Variational Inference via Rejection Sampling

Rahul Sharma, Abhishek Kumar, Piyush Rai

We present an approximate inference method, based on a synergistic combination of Rényi $\alpha$-divergence variational inference (RDVI) and rejection sampling (RS). RDVI is based on mi…