Groups
The Lottery Ticket Hypothesis (LTH) says that inside a large dense neural network there exist small sparse subnetworks that, when trained in isolation from their original initialization, can reach comparable accuracy to the full model.
Cross-entropy measures how well a proposed distribution Q predicts outcomes actually generated by a true distribution P.