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BOOK EXCERPT:
COLT '90 covers the proceedings of the Third Annual Workshop on Computational Learning Theory, sponsored by the ACM SIGACT/SIGART, University of Rochester, Rochester, New York on August 6-8, 1990. The book focuses on the processes, methodologies, principles, and approaches involved in computational learning theory. The selection first elaborates on inductive inference of minimal programs, learning switch configurations, computational complexity of approximating distributions by probabilistic automata, and a learning criterion for stochastic rules. The text then takes a look at inductive identification of pattern languages with restricted substitutions, learning ring-sum-expansions, sample complexity of PAC-learning using random and chosen examples, and some problems of learning with an Oracle. The book examines a mechanical method of successful scientific inquiry, boosting a weak learning algorithm by majority, and learning by distances. Discussions focus on the relation to PAC learnability, majority-vote game, boosting a weak learner by majority vote, and a paradigm of scientific inquiry. The selection is a dependable source of data for researchers interested in the computational learning theory.
Product Details :
Genre |
: Computers |
Author |
: COLT |
Publisher |
: Elsevier |
Release |
: 2012-12-02 |
File |
: 405 Pages |
ISBN-13 |
: 9780323137706 |
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BOOK EXCERPT:
Machine Learning Proceedings 1990
Product Details :
Genre |
: Computers |
Author |
: Bruce Porter |
Publisher |
: Morgan Kaufmann |
Release |
: 2014-05-23 |
File |
: 436 Pages |
ISBN-13 |
: 9781483298580 |
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BOOK EXCERPT:
Machine Learning Proceedings 1992
Product Details :
Genre |
: Computers |
Author |
: Peter Edwards |
Publisher |
: Morgan Kaufmann |
Release |
: 2014-06-28 |
File |
: 497 Pages |
ISBN-13 |
: 9781483298535 |
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BOOK EXCERPT:
COLT
Product Details :
Genre |
: Computers |
Author |
: COLT |
Publisher |
: Morgan Kaufmann |
Release |
: 2014-05-23 |
File |
: 396 Pages |
ISBN-13 |
: 9781483299143 |
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BOOK EXCERPT:
Product Details :
Genre |
: Artificial intelligence |
Author |
: American Association for Artificial Intelligence |
Publisher |
: |
Release |
: 1991 |
File |
: 436 Pages |
ISBN-13 |
: UCSC:32106009216752 |
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BOOK EXCERPT:
This volume is an up-to-date record of Italian research on theoretical computer science. The main topics featured are: algorithms and complexity, automata and formal languages, concurrency, databases, logic, functional and object-oriented programming, parallel algorithms and architectures, semantics of programming languages, rewriting systems, and others.
Product Details :
Genre |
: |
Author |
: P Mentrasti |
Publisher |
: World Scientific |
Release |
: 1992-10-15 |
File |
: 373 Pages |
ISBN-13 |
: 9789814553575 |
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BOOK EXCERPT:
The papers collected in this book cover a wide range of topics in asymptotic statistics. In particular up-to-date-information is presented in detection of systematic changes, in series of observation, in robust regression analysis, in numerical empirical processes and in related areas of actuarial sciences and mathematical programming. The emphasis is on theoretical contributions with impact on statistical methods employed in the analysis of experiments and observations by biometricians, econometricians and engineers.
Product Details :
Genre |
: Computers |
Author |
: Gerhard Lakemeyer |
Publisher |
: Springer Science & Business Media |
Release |
: 1994-06-28 |
File |
: 372 Pages |
ISBN-13 |
: 3540581073 |
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BOOK EXCERPT:
This book provides different mathematical frameworks for addressing supervised learning. It is based on a workshop held under the auspices of the Center for Nonlinear Studies at Los Alamos and the Santa Fe Institute in the summer of 1992.
Product Details :
Genre |
: Mathematics |
Author |
: David. H Wolpert |
Publisher |
: CRC Press |
Release |
: 2018-03-05 |
File |
: 311 Pages |
ISBN-13 |
: 9780429972157 |
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BOOK EXCERPT:
Reprint of the original, first published in 1800.
Product Details :
Genre |
: Fiction |
Author |
: Anonymous |
Publisher |
: BoD – Books on Demand |
Release |
: 2024-01-19 |
File |
: 538 Pages |
ISBN-13 |
: 9783385320161 |
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BOOK EXCERPT:
Machine Learning Proceedings 1994
Product Details :
Genre |
: Computers |
Author |
: William W. Cohen |
Publisher |
: Morgan Kaufmann |
Release |
: 2014-06-28 |
File |
: 398 Pages |
ISBN-13 |
: 9781483298184 |