Algorithmic learning theory : 10th International Conference, ALT '99, Tokyo, Japan, December 6-8, 1999 : proceedings

>> Google Books

所蔵情報QRコード

Algorithmic learning theory : 10th International Conference, ALT '99, Tokyo, Japan, December 6-8, 1999 : proceedings / Osamu Watanabe, Takashi Yokomori (eds.)

資料種別:

図書

出版情報:

Berlin : Springer, c1999

形態:

xi, 363 p. ; 24 cm

シリーズ名:

Lecture notes in computer science ; 1720 . Lecture notes in artificial intelligence <BA00009279>

著者名:

ISBN:

9783540667483 [3540667482]

書誌ID:

BA44377407

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

著者名ヨミ:

ワタナベ, オサム
ヨコモリ, タカシ

主題:

Computer algorithms--Congresses; Machine learning--Congresses

言語:

英語

目次情報:

Invited Lectures

Tailoring Representations to Different Requirements / Katharina Morik

Theoretical Views of Boosting and Applications / Robert E. Schapire

Extended Stochastic Complexity and Minimax Relative Loss Analysis / Kenji Yamanishi

Regular Contributions

Neural Networks

Algebraic Analysis for Singular Statistical Estimation / Sumio Watanabe

Generalization Error of Linear Neural Networks in Unidentifiable Cases / Kenji Fukumizu

The Computational Limits to the Cognitive Power of the Neuroidal Tabula Rasa / Jiri Wiedermann

Learning Dimension

The Consistency Dimension and Distribution-Dependent Learning from Queries / JosÃ© L. BalcÃ¡zar ; Jorge Castro ; David Guijarro ; Hans-Ulrich Simon

The VC-Dimension of Subclasses of Pattern Languages / Andrew Mitchell ; Tobias Scheffer ; Arun Sharma ; Frank Stephan

Inductive Inference / Theodoros Evgeniou ; Massimiliano Pontil

On the Strength of Incremental Learning / Steffen Lange ; Gunter Grieser

Learning from Random Text / Peter Rossmanith

Inductive Learning with Corroboration / Phil Watson

Inductive Logic Programming

Flattening and Implication / Kouichi Hirata

Induction of Logic Programs Based on ?-Terms / Yutaka Sasaki

Complexity in the Case Against Accuracy: When Building One Function-Free Horn Clause Is as Hard as Any / Richard Nock

A Method of Similarity-Driven Knowledge Revision for Type Specifications / Nobuhiro Morita ; Makoto Haraguchi ; Yoshiaki Okubo

PAC Learning

PAC Learning with Nasty Noise / Nader H. Bshouty ; Nadav Eiron ; Eyal Kushilevitz

Positive and Unlabeled Examples Help Learning / Francesco De ComitÃ© ; FranÃ§ois Denis ; RÃ©mi Gilleron ; Fabien Letouzey

Learning Real Polynomials with a Turing Machine / Dennis Cheung

Mathematical Tools for Learning

A Note on Support Vector Machine Degeneracy / Carlos Domingo ; Ryan Rifkin ; Alessandro Verri

Learning Recursive Functions

Learnability of Enumerable Classes of Recursive Functions from "Typical" Examples / Jochen Nessel

On the Uniform Learnability of Approximations to Non-recursive Functions / Thomas Zeugmann

Query Learning

Learning Minimal Covers of Functional Dependencies with Queries / Montserrat Hermo ; Victor Lavin

Boolean Formulas Are Hard to Learn for Most Gate Bases / VÃctor Dalmau

Finding Relevant Variables in PAC Model with Membership Queries / Jun Tarui ; Tatsuie Tsukiji

On-Line Learning

General Linear Relations among Different Types of Predictive Complexity / Yuri Kalnishkan

Predicting Nearly as Well as the Best Pruning of a Planar Decision Graph / Eiji Takimoto ; Manfred K. Warmuth

On Learning Unions of Pattern Languages and Tree Patterns / Sally A. Goldman ; Stephen S. Kwek

Author Index

Invited Lectures

Tailoring Representations to Different Requirements / Katharina Morik

Theoretical Views of Boosting and Applications / Robert E. Schapire

Extended Stochastic Complexity and Minimax Relative Loss Analysis / Kenji Yamanishi

Regular Contributions

Neural Networks

続きを見る

ブックレビュー

類似資料:

1 図書 Algorithmic learning theory : 4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993 : proceedings (: gw ; : us) International Workshop on Algorithmic Learning Theory, Jantke, Klaus P. Springer-Verlag	7 図書 Algorithmic learning theory : 14th International Conference, ALT 2003, Sapporo, Japan, October 17-19, 2003 : proceedings International Workshop on Algorithmic Learning Theory, Gavaldà, Ricard, Jantke, Klaus P., Takimoto, Eiji Springer
2 図書 Algorithmic learning theory : 8th international workshop, ALT '97, Sendai, Japan, October 6-8, 1997 : proceedings International Workshop on Algorithmic Learning Theory, Li, Ming, 丸岡, 章 Springer	8 図書 Algorithmic learning theory : 16th International Conference, ALT 2005, Singapore, October 8-11, 2005 : proceedings International Workshop on Algorithmic Learning Theory, Jain, Sanjay, 1965 Feb. 22-, Simon, Hans Ulrich, 1954-, 富田, … Springer
3 図書 Algorithmic learning theory : 6th International Workshop, ALT '95, Fukuoka, Japan, October 18-20, 1995 : proceedings International Workshop on Algorithmic Learning Theory, Jantke, Klaus P., 篠原, 武, Zeugmann, Thomas, 1956- Springer	9 図書 Algorithmic learning theory : 4th International Workshop on Analogical and Inductive Inference, AII '94 [and] 5th International Workshop on Algorithmic Learning … (: gw ; : us) International Workshop AII, 有川, 節夫, Jantke, Klaus P., International Workshop on Algorithmic Learning Theory Springer-Verlag
4 図書 Algorithmic learning theory : 9th international conference, ALT '98, Otzenhausen, Germany, October 8-10, 1998 : proceedings International Workshop on Algorithmic Learning Theory, Richter, Michael M., 1938- Springer	10 電子ブック Algorithmic Learning Theory : 10th International Conference, ALT '99 Tokyo, Japan, December 6-8, 1999 Proceedings Watanabe, Osamu., Yokomori, Takashi., SpringerLink (Online service)
5 図書 Algorithmic learning theory : Third Workshop, ALT '92, Tokyo, Japan, October 20-22, 1992 : proceedings (: gw ; : us) International Workshop on Algorithmic Learning Theory, 堂下, 修司 Springer-Verlag	11 図書 Algorithmic learning theory : 7th International Workshop, ALT '96, Sydney, Australia, October 23-25, 1996 : proceedings International Workshop on Algorithmic Learning Theory, Sharma, Arun K., 1962-, 有川, 節夫 Springer
6 図書 Algorithmic learning theory : 11th International Conference, ALT 2000, Sydney, Australia, December 11-13, 2000 : proceedings International Workshop on Algorithmic Learning Theory, 有村, 博紀(1965-), Jain, Sanjay, 1965 Feb. 22-, Sharma, Arun … Springer	12 図書 Algorithmic learning theory : 13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002 : proceedings International Workshop on Algorithmic Learning Theory, Cesa-Bianchi, Nicolò 1963-, Numao, Masayuki, 1961-, Reischuk, … Springer