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Author : Ronald L. Rivest
Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 404 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the Second Workshop on Computational Learning Theory written by Ronald L. Rivest and published by Morgan Kaufmann. This book was released on 1989 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of the Second Annual Workshop on Computational Learning Theory written by and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ronald L. Rivest
Publisher : Morgan Kaufmann
ISBN 13 : 9781558600867
Total Pages : 404 pages
Book Rating : 4.6/5 (8 download)
Download or read book Proceedings of the Second Workshop on Computational Learning Theory written by Ronald L. Rivest and published by Morgan Kaufmann. This book was released on 1989 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 468 pages
Book Rating : 4.:/5 (321 download)
Download or read book Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory written by and published by . This book was released on 1992 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : COLT
Publisher : Morgan Kaufmann
ISBN 13 : 0080948294
Total Pages : 397 pages
Book Rating : 4.0/5 (89 download)
Download or read book COLT '89 written by COLT and published by Morgan Kaufmann. This book was released on 2014-06-28 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Learning Theory presents the theoretical issues in machine learning and computational models of learning. This book covers a wide range of problems in concept learning, inductive inference, and pattern recognition. Organized into three parts encompassing 32 chapters, this book begins with an overview of the inductive principle based on weak convergence of probability measures. This text then examines the framework for constructing learning algorithms. Other chapters consider the formal theory of learning, which is learning in the sense of improving computational efficiency as opposed to concept learning. This book discusses as well the informed parsimonious (IP) inference that generalizes the compatibility and weighted parsimony techniques, which are most commonly applied in biology. The final chapter deals with the construction of prediction algorithms in a situation in which a learner faces a sequence of trials, with a prediction to be given in each and the goal of the learner is to make some mistakes. This book is a valuable resource for students and teachers.
Author : Ronald Rivest
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (473 download)
Download or read book Proceedings of the Second Annual Workshop on Computational Learning Theory written by Ronald Rivest and published by . This book was released on 1989 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Paul Vitanyi
Publisher : Springer Science & Business Media
ISBN 13 : 9783540591191
Total Pages : 442 pages
Book Rating : 4.5/5 (911 download)
Download or read book Computational Learning Theory written by Paul Vitanyi and published by Springer Science & Business Media. This book was released on 1995-02-23 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the Second European Conference on Computational Learning Theory (EuroCOLT '95), held in Barcelona, Spain in March 1995. The book contains full versions of the 28 papers accepted for presentation at the conference as well as three invited papers. All relevant topics in fundamental studies of computational aspects of artificial and natural learning systems and machine learning are covered; in particular artificial and biological neural networks, genetic and evolutionary algorithms, robotics, pattern recognition, inductive logic programming, decision theory, Bayesian/MDL estimation, statistical physics, and cryptography are addressed.
Author : ACM Special Interest Group for Automata and Computability Theory
Publisher : Morgan Kaufmann
ISBN 13 : 9781558601468
Total Pages : 412 pages
Book Rating : 4.6/5 (14 download)
Download or read book Proceedings of the Third Annual Workshop on Computational Learning Theory written by ACM Special Interest Group for Automata and Computability Theory and published by Morgan Kaufmann. This book was released on 1990 with total page 412 pages. Available in PDF, EPUB and Kindle. 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.
Author : Jyrki Kivinen
Publisher : Springer
ISBN 13 : 3540454357
Total Pages : 412 pages
Book Rating : 4.5/5 (44 download)
Download or read book Computational Learning Theory written by Jyrki Kivinen and published by Springer. This book was released on 2003-08-02 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th Annual Conference on Computational Learning Theory, COLT 2002, held in Sydney, Australia, in July 2002. The 26 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on statistical learning theory, online learning, inductive inference, PAC learning, boosting, and other learning paradigms.
Download or read book Proceedings of the ... Annual Workshop on Computational Learning Theory written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bernhard Schölkopf
Publisher : Springer
ISBN 13 : 3540451676
Total Pages : 761 pages
Book Rating : 4.5/5 (44 download)
Download or read book Learning Theory and Kernel Machines written by Bernhard Schölkopf and published by Springer. This book was released on 2003-11-11 with total page 761 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint refereed proceedings of the 16th Annual Conference on Computational Learning Theory, COLT 2003, and the 7th Kernel Workshop, Kernel 2003, held in Washington, DC in August 2003. The 47 revised full papers presented together with 5 invited contributions and 8 open problem statements were carefully reviewed and selected from 92 submissions. The papers are organized in topical sections on kernel machines, statistical learning theory, online learning, other approaches, and inductive inference learning.
Author : Ronald Rivest
Publisher :
ISBN 13 :
Total Pages : 389 pages
Book Rating : 4.:/5 (258 download)
Download or read book Proceedings of the 2. Annual Workshop on Computational Learning Theory written by Ronald Rivest and published by . This book was released on 1989 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : David Haussler
Publisher : Morgan Kaufmann
ISBN 13 : 9781558600195
Total Pages : 433 pages
Book Rating : 4.6/5 (1 download)
Download or read book COLT Proceedings 1988 written by David Haussler and published by Morgan Kaufmann. This book was released on 1988-11 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: The cover identifies this volume as COLT 88, but the title page and CIP show title and main entry as above. The conference was held Aug. 1988, in Boston. The papers present research from a variety of specializations focusing on rigorous and formal analyses of theoretical issues in machine learning.
Author : David Haussler
Publisher :
ISBN 13 :
Total Pages : 454 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the 1988 Workshop on Computational Learning Theory written by David Haussler and published by . This book was released on 1989 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : David Helmbold
Publisher : Springer Science & Business Media
ISBN 13 : 3540423435
Total Pages : 639 pages
Book Rating : 4.5/5 (44 download)
Download or read book Computational Learning Theory written by David Helmbold and published by Springer Science & Business Media. This book was released on 2001-07-04 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th Annual and 5th European Conferences on Computational Learning Theory, COLT/EuroCOLT 2001, held in Amsterdam, The Netherlands, in July 2001. The 40 revised full papers presented together with one invited paper were carefully reviewed and selected from a total of 69 submissions. All current aspects of computational learning and its applications in a variety of fields are addressed.
Download or read book Proceedings of the Annual Workshop on Computational Learning Theory ; 4 written by and published by . This book was released on 1991 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Paul Fischer
Publisher : Springer Science & Business Media
ISBN 13 : 3540657010
Total Pages : 311 pages
Book Rating : 4.5/5 (46 download)
Download or read book Computational Learning Theory written by Paul Fischer and published by Springer Science & Business Media. This book was released on 1999-03-17 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th European Conference on Computational Learning Theory, EuroCOLT'99, held in Nordkirchen, Germany in March 1999. The 21 revised full papers presented were selected from a total of 35 submissions; also included are two invited contributions. The book is divided in topical sections on learning from queries and counterexamples, reinforcement learning, online learning and export advice, teaching and learning, inductive inference, and statistical theory of learning and pattern recognition.
