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BestsellerE-book

Title Systems that learn : an introduction to learning theory / Sanjay Jain [and others].

Publication Info. Cambridge, Mass. : MIT Press, [1999]
©1999

Item Status

Edition 2nd ed.
Description 1 online resource (xii, 317 pages) : illustrations.
data file
Physical Medium polychrome
Series Learning, development, and conceptual change
Learning, development, and conceptual change.
Note "A Bradford book."
Bibliography Includes bibliographical references (pages 289-302) and indexes.
Contents Empirical inquiry -- Paradigms -- Some simple paradigms -- Formalities -- Identification -- Languages as theoretically possible realities -- Language identification: Hypotheses, data -- Language identification: Scientists -- Language identification: Scientific success -- Identification as a limiting process -- Characterization of identifiable -- Some alternative paradigms -- Memory-limited scientists -- Second paradigm: Identification of functions -- Characterization of identifiable -- Exercises -- Identification by Computable Scientists -- Language identification by computable scientist -- Function identification by computable scientist -- Parameterized scientists -- Exact identification -- Fundamental Paradigms Generalized -- Strategies for Learning -- Strategies for language identification: Introduction -- Constraints on potential conjectures -- Constraints on the use of information -- Constraint on convergence -- Constraints on the relation between conjectures -- Strategies for function identification -- Criteria of Learning -- Criteria for function identification -- Criteria of language identification -- Inference of Approximations -- Approximations -- Approximate explanatory identification -- Uniform approximate explanatory identification -- Environments -- Inaccurate data -- Texts with additional structure -- Multiple texts -- Part III: Additional Topics -- Team and Probabilistic Learning -- Motivation for identification by teams -- Team identification of functions -- Identification by probabilistic scientists.
Access Access restricted to York University faculty, staff and students.
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Learning -- Mathematical aspects.
Learning.
Learning, Psychology of.
Learning, Psychology of.
Human information processing -- Mathematical models.
Human information processing -- Mathematical models.
Human information processing.
Genre/Form Electronic books.
Electronic books.
Added Author Jain, Sanjay, 1965 February 22-
Other Form: Print version: Systems that learn. 2nd ed. Cambridge, Mass. : MIT Press, ©1999 0262100770 (DLC) 98034861 (OCoLC)39478045
ISBN 9780262276252 (electronic book)
0262276259 (electronic book)
0585108129 (electronic book)
9780585108124 (electronic book)
9780262100779 (hardcover)
0262100770 (hardcover)