Time Trials on Second-Order and Variable-Learning-Rate Algorithms

Part of Advances in Neural Information Processing Systems 3 (NIPS 1990)

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Richard Rohwer


The performance of seven minimization algorithms are compared on five neural network problems. These include a variable-step-size algorithm, conjugate gradient, and several methods with explicit analytic or numerical approximations to the Hessian.