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most citedGPUNet: Searching the Deployable Convolution Neural Networks for GPUs

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math.NA2019

Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron

Chao Chen, Severin Reiz, Chenhan Yu +2

We introduce a fast algorithm for entry-wise evaluation of the Gauss-Newton Hessian (GNH) matrix for the fully-connected feed-forward neural network. The algorithm has a precomputa…