TrainingRecurrentNeuralNetworksviaForwardPropagationThroughTimeAnilKag1VenkateshSaligrama1Abstractempiricalriskfunction:Back-propagationthroughtime(BPTT)hasbeen[W∗,v∗]=argminL(W,v)=1NT(yi,yˆti)w...
IMEXnet-AForwardStableDeepNeuralNetworkEldadHaber12KeeganLensink12EranTreister3LarsRuthotto4Abstract(ResNets)haveshowntobesuccessfulindealingwithmanydifferenttasks(Gomezetal.,2017;Heetal.,2016b;a;L...
ForwardandReverseGradient-BasedHyperparameterOptimizationLucaFranceschi12MicheleDonini1PaoloFrasconi3MassimilianoPontil12Abstractresponsefunction,Bayesianoptimizationapproachespro-videanaturalframe...