Training for Fast Sequential Prediction Using Dynamic Feature Selection

Emma Strubell, Luke Vilnis, Andrew McCallum

We present paired learning and inference algorithms for significantly reducing computation and increasing speed of the vector dot products in the classifiers that are at the heart…