Learning and Generalisation - Communications and Control Engineering
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12

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1

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Published By Springer London

9781849968676, 9781447137481

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Alternate Models of Learning

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_9 ◽

2003 ◽

pp. 311-363

Author(s):

M. Vidyasagar

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Learning Under a Fixed Probability Measure

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_6 ◽

2003 ◽

pp. 207-253

Author(s):

M. Vidyasagar

Keyword(s):

Probability Measure ◽

Fixed Probability

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Vapnik-Chervonenkis, Pseudo- and Fat-Shattering Dimensions

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_4 ◽

2003 ◽

pp. 115-147

Author(s):

M. Vidyasagar

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Problem Formulations

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_3 ◽

2003 ◽

pp. 43-113

Author(s):

M. Vidyasagar

Keyword(s):

Problem Formulations

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Learning Under an Intermediate Family of Probabilities

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_8 ◽

2003 ◽

pp. 285-310

Author(s):

M. Vidyasagar

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Preliminaries

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_2 ◽

2003 ◽

pp. 13-41

Author(s):

M. Vidyasagar

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Some Open Problems

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_12 ◽

2003 ◽

pp. 465-474

Author(s):

M. Vidyasagar

Keyword(s):

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Applications to Neural Networks

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_10 ◽

2003 ◽

pp. 365-420 ◽

Author(s):

M. Vidyasagar

Keyword(s):

Neural Networks

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Distribution-Free Learning

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_7 ◽

2003 ◽

pp. 255-283

Author(s):

M. Vidyasagar

Keyword(s):

Distribution Free

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Uniform Convergence of Empirical Means

Learning and Generalisation - Communications and Control Engineering ◽

10.1007/978-1-4471-3748-1_5 ◽

2003 ◽

pp. 149-205

Author(s):

M. Vidyasagar

Keyword(s):

Uniform Convergence ◽

Empirical Means

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