The energy landscape of a simple neural network

21 Jun 2017Anthony Collins GamstAlden Walker

We explore the energy landscape of a simple neural network. In particular, we expand upon previous work demonstrating that the empirical complexity of fitted neural networks is vastly less than a naive parameter count would suggest and that this implicit regularization is actually beneficial for generalization from fitted models...

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