Goto

Collaborating Authors

 time trial

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

Rohwer, Richard

Neural Information Processing Systems

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.

  Country:
  Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)

Add feedback

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

Rohwer, Richard

Neural Information Processing Systems

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.

  Country:
  Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)

Add feedback

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

Rohwer, Richard

Neural Information Processing Systems

In 4 of these methods the gradient is divided component-wise by a decaying average of either the second derivatives or their absolute values.

  Country:
  Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.97)

Add feedback