The Mathematics of Generalization
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15

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2

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Published By CRC Press

9780429492525

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Error-Correcting Output Codes: A General Method for Improving Multiclass Inductive Learning Programs

The Mathematics of Generalization ◽

10.1201/9780429492525-14 ◽

2018 ◽

pp. 395-407 ◽

Cited By ~ 2

Author(s):

Thomas G. Dietterich

Keyword(s):

Inductive Learning ◽

Learning Programs ◽

Error Correcting Output Codes ◽

General Method

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Simplifying Neural Networks by Soft Weight Sharing

The Mathematics of Generalization ◽

10.1201/9780429492525-13 ◽

2018 ◽

pp. 373-394

Author(s):

Steven J. Nowlan

Keyword(s):

Neural Networks

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The Status of Supervised Learning Science Circa 1994: The Search for a Consensus

The Mathematics of Generalization ◽

10.1201/9780429492525-1 ◽

2018 ◽

pp. 1-10 ◽

Cited By ~ 1

Author(s):

David H. Wolpert

Keyword(s):

Supervised Learning ◽

Learning Science ◽

The Status

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The Relationship Between PAC, the Statistical Physics Framework, the Bayesian Framework, and the VC Framework

The Mathematics of Generalization ◽

10.1201/9780429492525-5 ◽

2018 ◽

pp. 117-214 ◽

Cited By ~ 5

Author(s):

David H. Wolpert

Keyword(s):

Statistical Physics ◽

Bayesian Framework ◽

The Relationship

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Reflections After Refereeing Papers for NIPS

The Mathematics of Generalization ◽

10.1201/9780429492525-2 ◽

2018 ◽

pp. 11-15

Author(s):

Leo Breiman

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Preface to “Simplifying Neural Networks by Soft Weight Sharing”

The Mathematics of Generalization ◽

10.1201/9780429492525-12 ◽

2018 ◽

pp. 369-371

Author(s):

Geoffrey E. Hinton

Keyword(s):

Neural Networks

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On Bayesian Model Selection

The Mathematics of Generalization ◽

10.1201/9780429492525-9 ◽

2018 ◽

pp. 315-330 ◽

Cited By ~ 2

Author(s):

Peter Cheeseman

Keyword(s):

Model Selection ◽

Bayesian Model ◽

Bayesian Model Selection

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A Study of Maximal-Coverage Learning Algorithms

The Mathematics of Generalization ◽

10.1201/9780429492525-8 ◽

2018 ◽

pp. 279-314

Author(s):

Hussein Almuallim

Keyword(s):

Learning Algorithms

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On Exhaustive Learning

The Mathematics of Generalization ◽

10.1201/9780429492525-7 ◽

2018 ◽

pp. 243-278

Author(s):

David H. Wolpert

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Decision Theoretic Generalizations of the PAC Model for Neural Net and Other Learning Applications

The Mathematics of Generalization ◽

10.1201/9780429492525-4 ◽

2018 ◽

pp. 37-116 ◽

Cited By ~ 1

Author(s):

David Haussler

Keyword(s):

Neural Net ◽

Pac Model

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