Inference by Minimizing Size, Divergence, or their Sum

Sebastian Riedel, David A. Smith, Andrew McCallum

We speed up marginal inference by ignoring factors that do not significantly contribute to overall accuracy. In order to pick a suitable subset of factors to ignore, we propose thr…