Proceedings of the Third Annual Workshop on Computational Learning Theory : University of Rochester, Rochester, New York, August 6-8, 1990 /

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores Corporativos: Workshop on Computational Learning Theory Rochester, N.Y., ACM Special Interest Group for Automata and Computability Theory, SIGART
Otros Autores: Fulk, Mark A., Case, John, 1942-
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: San Mateo, Calif. : Morgan Kaufmann Publishers, ©1990.
Temas:
Computational learning theory > Congresses.
Théorie de l'apprentissage informatique > Congrès.
MATHEMATICS > General.
Computational learning theory.
Apprentissage automatique > Congrès.
Congress
Conference papers and proceedings.
Actes de congrès.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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

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