(Q52052712)

20 April 2018

title

An approach to guaranteeing generalisation in neural networks. (English)

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20 April 2018

author name string

Polhill JG

series ordinal

1

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20 April 2018

Weir MK

series ordinal

2

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20 April 2018

publication date

1 October 2001

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20 April 2018

published in

Neural Networks

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20 April 2018

volume

14

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20 April 2018

issue

8

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20 April 2018

page(s)

1035-1048

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20 April 2018

No free lunch for early stopping.

cites work

1 reference

https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Neural Networks and the Bias/Variance Dilemma

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7 January 2021

Multilayer feedforward networks are universal approximators

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Algorithmic stability and sanity-check bounds for leave-one-out cross-validation.

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Bayesian Interpolation

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

A Practical Bayesian Framework for Backpropagation Networks

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences

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7 January 2021

Generalization performance of Bayes optimal classification algorithm for learning a perceptron.

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Automatic early stopping using cross validation: quantifying the criteria

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

Discovering Neural Nets with Low Kolmogorov Complexity and High Generalization Capability.

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

THE MYTH OF OCCAM'S RAZOR

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https://api.crossref.org/works/10.1016%2FS0893-6080%2801%2900061-2

7 January 2021

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

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7 January 2021

10.1016/S0893-6080(01)00061-2

Identifiers

DOI

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20 April 2018

DBLP publication ID

journals/nn/PolhillW01

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DBLP Dataset 2021-01-02

28 January 2021

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20 April 2018