Textbook of AI

Abstract. Proposes the Lottery Ticket Hypothesis: dense, randomly initialised feedforward networks contain sparse subnetworks ('winning tickets') that, trained in isolation, can match the accuracy of the original network. Provides theoretical motivation for pruning.