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Hardcover The Design and Analysis of Efficient Learning Algorithms Book
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ISBN: 0262193256

ISBN13: 9780262193252

The Design and Analysis of Efficient Learning Algorithms

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Approaches to building machines that can learn from experience abound - from connectionist learning algorithms and genetic algorithms to statistical mechanics and a learning system based on Piaget's theories of early childhood development. This monograph describes results derived from the mathematically oriented framework of computational learning theory. Focusing on the design of efficient learning algorithms and their performance, it develops a sound, theoretical foundation for studying and understanding machine learning.

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Format: Hardcover

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Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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