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

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: Aston University (General)
Additional Information: © The Author
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
ISBN: 1-55860-184-8
Last Modified: 27 Dec 2023 09:54
Date Deposited: 07 Jul 2009 12:00
Full Text Link:
Related URLs: https://papers. ... rate-algorithms (Publisher URL)
PURE Output Type: Conference contribution
Published Date: 1990
Authors: Rohwer, Richard

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