RethinkingNeuralvs.Matrix-FactorizationCollaborativeFiltering:theTheoreticalPerspectivesDaXu1ChuanweiRuan2EvrenKorpeoglu1SushantKumar1KannanAchan1Abstractexploredthankstotheirinterpretabilityandcom...
Transferabilityvs.Discriminability:BatchSpectralPenalizationforAdversarialDomainAdaptationXinyangChen1SinanWang1MingshengLong1JianminWang1Abstractscaledatasetscanbeleveraged(Torralba&Efros,2011).Ad...
CharacterizingWell-Behavedvs.PathologicalDeepNeuralNetworksAntoineLabatie1Abstractinput-outputmappingsatinitializationextensivelyfoundtobepredictiveoftrainabilityandpost-trainingperformanceWeintrod...
Candidatesvs.NoisesEstimationforLargeMulti-ClassClassificationProblemLeiHan1YihengHuang1TongZhang1Abstractforestimatingprobabilitydensitiesandhasbeenappliedtovariouslanguagemodelingsituations,sucha...