ReinforcementLearningofImplicitandExplicitControlFlowinInstructionsEthanA.Brooks1JanarthananRajendran1RichardL.Lewis2SatinderSingh1Abstracttaskinstructionsthatrequiretheagenttolearncontrolfloweithe...
OntheExplicitRoleofInitializationontheConvergenceandImplicitBiasofOverparametrizedLinearNetworksHanchengMin12SalmaTarmoun13Rene´Vidal14EnriqueMallada12AbstractwithoutExplicitregularization,enjoysg...
Dropout:ExplicitFormsandCapacityControlRamanArora1PeterBartlett2PooryaMianjy1NathanSrebro3Abstracttion(Cavazzaetal.,2018;Mianjyetal.,2018),intwolayerlinearnetworks(Mianjyetal.,2018),andindeeplinear...
TheImplicitandExplicitRegularizationEffectsofDropoutColinWei1ShamKakade2TengyuMa1Abstractitsregularizationeffects:Wageretal.(2013);Helmbold&Long(2015);Cavazzaetal.(2017);Mianjyetal.(2018);Dropoutis...
ExplicitGradientLearningforBlack-BoxOptimizationEladSarafian1MorSinay1YoramLouzoun1NoaAgmon1SaritKraus1Abstractreal-worldphysicsornumericalsimulation.Black-BoxOp-timization(BBO)algorithms(Audet&Har...
ExplicitInductiveBiasforTransferLearningwithConvolutionalNetworksXuhongLI1YvesGRANDVALET1FranckDAVOINE1Abstractlearningfromthelarge-scaledatabaseofthesourcetaskandthisknowledgeisthentransferredtoth...