Time trials on second-order and variable-learning-rate algorithms

Rohwer, Richard (1990). Time trials on second-order and variable-learning-rate algorithms. IN: Proceedings of the conference on Advances in neural information processing systems 3. Lippmann, R.; Moody, J. and Touretzky, D. (eds) San Francisco, CA, USA: Morgan Kaufmann.

Abstract

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.

Divisions: ?? 13770100JJ ??
Additional Information: Copyright of Elsevier
Event Title: Advances in Neural Information Processing Systems 3
Event Type: Other
Event Dates: 1990-01-01 - 1990-01-01
Uncontrolled Keywords: minimization algorithms,neural network,Hessian
Published Date: 1990

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