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Pattern Recognition and Machine Learning

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Artificial Intelligence, Engineering, Machine Learning +18

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.6K citations

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Bayesian Interpolation

David Mackay · Neural Computation · 1992 · 4.3K citations · Full text

Bayesian Statistic, Bayesian Decision Theory, Bayesian Statistics +15

Gauss-Newton approximation to Bayesian learning

F. Dan Foresee, Martin Hagan · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002 · 1.4K citations

Gauss-newton Approximation, Model Optimization, Engineering +15

Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights

Dat Nguyen, Bernard Widrow · 1990 · 1.4K citations

Artificial Intelligence, Incremental Learning, Engineering +17