Efficient Training on Very Large Corpora via Gramian Estimation

Walid Krichene, Nicolas Mayoraz, Steffen Rendle +5

We study the problem of learning similarity functions over very large corpora using neural network embedding models. These models are typically trained using SGD with sampling of r…