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PROSPECT: LabeledTandemMassSpectrometry DatasetforMachineLearninginProteomics

Neural Information Processing Systems

PROSPECT provides value to proteomics and machine learning researchers by including several high-quality annotations and by being accessible in terms of format and structure for applying machinelearning.




AutoPrune: AutomaticNetworkPruningby RegularizingAuxiliaryParameters

Neural Information Processing Systems

Tobuildabettergeneralized and easy-to-use pruning method, we propose AutoPrune, which prunes the network through optimizing a set of trainable auxiliary parameters instead of original weights.