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E-book
Author Workshop on Computational Learning Theory (3rd : 1990 : Rochester, N.Y.)

Title Proceedings of the Third Annual Workshop on Computational Learning Theory : University of Rochester, Rochester, New York, August 6-8, 1990 / sponsored by the ACM SIGACT/SIGART ; [edited by] Mark Fulk, John Case
Published San Mateo, Calif. : Morgan Kaufmann Publishers, ©1990
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Description 1 online resource : illustrations
Contents 2 Stochastic Rules and Their Hierarchical Parameter Structures3 A Learning Criterion for Stochastic Rules -- A Stochastic PAC Model; 4 Hierarchical Learning Based on the MDL Principle; 5 The Optimality of MDL Rules and Their Convergence Rates; 6 Sample Complexity and Learnability of Stochastic Decision List Classes; 7 Concluding Remarks; References; Chapter 6. ON THE COMPLEXITY OF LEARNING MINIMUM TIME-BOUNDED TURING MACHINES; Abstract; 1. INTRODUCTION; 2. DEFINITIONS; 3. MAIN RESULTS; 4. PROOFS; 5. OPEN QUESTIONS; References; Chapter 7. INDUCTIVE INFERENCE FROM POSITIVE DATA IS POWERFUL
ABSTRACTINTRODUCTION; PRELIMINARIES; ELEMENTARY FORMAL SYSTEMS; INDUCTIVE INFERENCE FROM POSITIVE DATA; INDUCTIVE INFERENCE OF EFS MODELS FROM POSITIVE DATA; INDUCTIVE INFERENCE OF EFS LANGUAGES FROM POSITIVE DATA; DISCUSSION; Acknowledgments; References; Chapter 8. INDUCTIVE IDENTIFICATION OF PATTERN LANGUAGES WITH RESTRICTED SUBSTITUTIONS; ABSTRACT; PATTERN LANGUAGES OVER AN ARBITRARY BASE; PUMPING LEMMA; APPLICATION TO INDUCTIVE INFERENCE; References; Chapter 9. Pattern Languages Are Not Learnable; 1 Introduction; 2 PRELIMINAR IES; 3 The Main Result; Acknowledgments; References
Bibliography Includes bibliographical references and index
Notes English
Print version record
Subject Computational learning theory -- Congresses
Apprentissage automatique -- Congrès.
Computational learning theory.
MATHEMATICS -- General.
Genre/Form Conference papers and proceedings.
Form Electronic book
Author Case, John, 1942-
Fulk, Mark A.
ACM Special Interest Group for Automata and Computability Theory.
SIGART.
LC no. 90041088
ISBN 0323137709
1299196551
9780323137706
9781299196551
Other Titles Colt '90
Computational learning theory