NarrowMargins:Classification,MarginsandFatTailsFrancoisBuet-Golfouse1Abstractmanetal.,2000;Schapireetal.,1997)and(Mangasarian,1999),considerthecaseofalinearclassifier(e.g.,logisticItiswell-knowntha...
MultiplicativeNoiseandHeavyTailsinStochasticOptimizationLiamHodgkinson1MichaelW.Mahoney1Abstract(orquenching)perspective,examinesconvergenceeitherinexpectation(Chenetal.,2019;Zhouetal.,2018;GowerAl...
AsymmetricHeavyTailsandImplicitBiasinGaussianNoiseInjectionsAlexanderCamuto1XiaoyuWang2LingjiongZhu2MertGu¨rbu¨zbalaban3ChrisHolmes1UmutS¸ims¸ekli4AbstractFigure1.IllustrationoftheeffectofGNIsa...
TailsofLipschitzTriangularFlowsPriyankJaini12IvanKobyzev3YaoliangYu12MarcusA.Brubaker34AbstractVanden-Eijnden,2010;Tabak&Turner,2013;Rezende&Mohamed,2015)andautoregressivemodels(Papamakar-Weinvesti...