Small-GAN:SpeedingupGANTrainingusingCore-SetsSamarthSinha1HanZhang2AnirudhGoyal3YoshuaBengio3HugoLarochelle23AugustusOdena2AbstractRecently,Brocketal.(2018)substantiallyimprovedtheresultsofZhangeta...
FastandThree-rious:SpeedingUpWeakSupervisionwithTripletMethodsDanielY.Fu1MayeeF.Chen1FredericSala1SarahM.Hooper2KayvonFatahalian1ChristopherRe´1Abstract2012);itdrivesapplicationsusedbybillionsofpe...
TradingRedundancyforCommunication:SpeedingupDistributedSGDforNon-convexOptimizationFarzinHaddadpour1MohammadMahdiKamani2MehrdadMahdavi1ViveckR.Cadambe1Abstractchinelearningmodelssuchasdeepneuralnet...