Explanation Based Neural Network Learning

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Explanation Based Neural Network Learning

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Author : Sebastian Thrun
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Explanation Based Neural Network Learning written by Sebastian Thrun and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.

Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanation-based neural network learning (EBNN) is a machine learning algorithm that transfers knowledge across multiple learning tasks. When faced with a new learning task, EBNN exploits domain knowledge accumulated in previous learning tasks to guide generalization in the new one. As a result, EBNN generalizes more accurately from less data than comparable methods. Explanation-Based Neural Network Learning: A Lifelong Learning Approach describes the basic EBNN paradigm and investigates it in the context of supervised learning, reinforcement learning, robotics, and chess. `The paradigm of lifelong learning - using earlier learned knowledge to improve subsequent learning - is a promising direction for a new generation of machine learning algorithms. Given the need for more accurate learning methods, it is difficult to imagine a future for machine learning that does not include this paradigm.' From the Foreword by Tom M. Mitchell.

Machine Learning Proceedings 1993

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Author : Lawrence A. Birnbaum
language : en
Publisher: Morgan Kaufmann
Release Date : 2014-05-23

Machine Learning Proceedings 1993 written by Lawrence A. Birnbaum and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-23 with Computers categories.

Machine Learning Proceedings 1993

The 1996 Ieee International Conference On Neural Networks June 3 6 1996 Sheraton Washington Hotel Washington Dc Usa Proceedings

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Author :
language : en
Publisher:
Release Date : 1996

The 1996 Ieee International Conference On Neural Networks June 3 6 1996 Sheraton Washington Hotel Washington Dc Usa Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Neural computers categories.

Ijcai

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Author :
language : en
Publisher:
Release Date : 1995

Ijcai written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Artificial intelligence categories.

Ijcai 93

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Author : International Joint Conferences on Artificial Intelligence
language : en
Publisher: Morgan Kaufmann
Release Date : 1993

Ijcai 93 written by International Joint Conferences on Artificial Intelligence and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Artificial intelligence categories.

The 1997 Ieee International Conference On Neural Networks June 9 12 1997 Westin Galleria Hotel Houston Texas Usa

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Author :
language : en
Publisher:
Release Date : 1997

The 1997 Ieee International Conference On Neural Networks June 9 12 1997 Westin Galleria Hotel Houston Texas Usa written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Neural networks (Computer science) categories.

Proceedings Of The International Joint Conference On Artificial Intelligence

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Author :
language : en
Publisher:
Release Date : 1993

Proceedings Of The International Joint Conference On Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Artificial intelligence categories.

Web Knowledge Based Learning For Ill Posed Inverse Problems

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Author : Na Tang
language : en
Publisher:
Release Date : 2006

Web Knowledge Based Learning For Ill Posed Inverse Problems written by Na Tang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.

Machine Learning

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Author : Lorenza Saitta
language : en
Publisher: Morgan Kaufmann Publishers
Release Date : 1996

Machine Learning written by Lorenza Saitta and has been published by Morgan Kaufmann Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Computers categories.

Artificial Neural Networks For Speech And Vision

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Author : Richard J. Mammone
language : en
Publisher: Kluwer Academic Publishers
Release Date : 1994

Artificial Neural Networks For Speech And Vision written by Richard J. Mammone and has been published by Kluwer Academic Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

Presents some of the most promising current research in the design and training of artificial neural networks (ANNs) with applications in speech and vision, as reported by the investigators themselves. The volume is divided into three sections. The first gives an overview of the general field of ANN.