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Incorporating curvature information into on-line learning
Magnus Rattray,
David Saad
Aston University
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Keyphrases
Hessian
100%
Online Learning
100%
Newton's Method
100%
Curvature Information
100%
Gradient Descent
75%
Asymptotic Performance
75%
Learning Algorithm
25%
Statistical Mechanics
25%
Generalization Error
25%
Multilayer Neural Network
25%
Gradient-based Learning
25%
Online Learning Algorithm
25%
Soft-committee Machine
25%
Single Example
25%
Momentum Algorithm
25%
Natural Gradient
25%
Parameter Selection
25%
Hessian Estimation
25%
Learning Phase
25%
Learning Time
25%
Unstable Fixed Point
25%
Mathematics
Asymptotics
100%
Newton's Method
100%
Matrix (Mathematics)
75%
Neural Network
25%
Statistical Mechanics
25%
Fixed Points
25%
Chemical Engineering
Multilayer Neural Networks
100%