IncrementalSamplingWithoutReplacementforSequenceModelsKensenShi1DavidBieber1CharlesSutton1AbstractwithoutReplacementcouldbeevenmoredesirablebyavoid-ingduplicatesamples,especiallyinmachinelearningwh...
AnImitationLearningApproachforCacheReplacementEvanZheranLiu12MiladHashemi2KevinSwersky2ParthasarathyRanganathan2JunwhanAhn2AbstractCacheEvictABDABDAccessesABCProgramexecutionspeedcriticallydependso...
SGDwithoutReplacement:SharperRatesforGeneralSmoothConvexFunctionsDheerajNagaraj1PraneethNetrapalli2PrateekJain2Abstractf(x;i):Rd→Risthei-thcomponentfunction.Forex-ample,instandardERManddeeplearnin...