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 activationfunction


TightSampleComplexityofLearning One-hidden-layerConvolutionalNeuralNetworks

Neural Information Processing Systems

One of the fundamental problems in learning neural networks is parameter recovery, where we assume the data are generated from a "teacher" network, and the task is to estimate the groundtruth parameters of the teacher network based on the generated data.