Can you give a summary of "The Lottery Ticket Hypothesis" by Jonathan Frankle and Michael Carbin?

" The Lot tery T icket Hyp oth esis " by Jonathan Frank le and Michael Car bin is a paper that propos es a new approach to training deep neural networks . The traditional approach is to train a large neural network on a large dataset , which can be computation ally expensive and time - consum ing . The authors propose a different approach , which involves training a smaller neural network on a randomly initialized subset of the data , and then using this smaller network as a " lot tery ticket " to initialize a larger network that is trained on the full dataset . This approach can result in a smaller , faster , and more accurate neural network . </s>