Adaptive Gaussian Noise Injection Regularization for Neural Networks
Yinan Li, Fang Liu
Topics & Concepts
Regularization (linguistics)Computer scienceBernoulli's principleGaussianAlgorithmNoisy dataGaussian noiseTraining setApplied mathematicsRobustness (evolution)Artificial neural networkComparabilityAdaptive algorithmSynthetic dataRandom noiseMathematical optimizationArtificial intelligenceMathematicsDeep neural networksGaussian network modelNoise (video)Upper and lower boundsRange (aeronautics)Function (biology)Generalized linear modelBackpropagationGaussian functionNoise measurementPrior informationStochastic Gradient Optimization TechniquesAdversarial Robustness in Machine LearningMachine Learning and ELM