Are you using test log-likelihood correctly?

Sameer K. Deshpande, Soumya Ghosh, Tin D. Nguyen +1

Test log-likelihood is commonly used to compare different models of the same data or different approximate inference algorithms for fitting the same probabilistic model. We present…