OfflineContextualBanditswithOverparameterizedModelsDavidBrandfonbrener1WilliamF.Whitney1RajeshRanganath1JoanBruna1AbstractIncontrast,thebestperformanceinmodernsupervisedlearningisoftenachievedbymas...
GeometryoftheLossLandscapeinOverparameterizedNeuralNetworks:SymmetriesandInvariancesBerfinS¸ims¸ek12Franc¸oisGed1ArthurJacot1FrancescoSpadaro1Cle´mentHongler1WulframGerstner2JohanniBrea2Abstrac...
AssociativeMemoryinIteratedOverparameterizedSigmoidAutoencodersYiboJiang1CengizPehlevan2AbstractWestudyauto-encodersinalimitofneuralnetworksthatmakestheoreticalanalysispossible.Specifically,astheRe...
OverparameterizedNonlinearLearning:GradientDescentTakestheShortestPath?SametOymak1MahdiSoltanolkotabi2Abstractparameterizedbyθ∈Rptoatrainingdatasetofninput-Manymodernlearningtasksinvolvefittingno...