Shaving WeightswithOccam'sRazor: BayesianSparsificationforNeuralNetworks usingtheMarginalLikelihood

Whilemuchwork has focused on different weight pruning criteria, the overallsparsifiabilityofthe network, i.e., its capacity to be pruned without quality loss, has often been overlooked.