Algorithmic learning theory: 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings
Gespeichert in:
Format: | Tagungsbericht Buch |
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Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2010
|
Schriftenreihe: | Lecture notes in computer science
6331 : Lecture notes in artificial intelligence |
Schlagworte: | |
Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
Beschreibung: | XIII, 419 S. |
ISBN: | 9783642161070 3642161073 |
Internformat
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Datensatz im Suchindex
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TABLE OF CONTENTS EDITORS' INTRODUCTION 1 MARCUS HUTTER, FRANK STEPHAN,
VLADIMIR VOVK, AND THOMAS ZEUGMANN INVITED PAPERS TOWARDS GENERAL
ALGORITHMS FOR GRAMMATICAL INFERENCE 11 ALEXANDER CLARK THE BLESSING AND
THE CURSE OF THE MULTIPLICATIVE UPDATES (ABSTRACT) . 31 MANFRED K.
WARMUTH DISCOVERY OF ABSTRACT CONCEPTS BY A ROBOT (ABSTRACT) 32 IVAN
BRATKO CONTRAST PATTERN MINING AND ITS APPLICATION FOR BUILDING ROBUST
CLASSIFIERS (ABSTRACT) 33 KOTAGIRI RAMAMOHANARAO OPTIMAL ONLINE
PREDICTION IN ADVERSARIAL ENVIRONMENTS 34 PETER L. BARTLETT REGULAR
CONTRIBUTIONS STATISTICAL LEARNING AN ALGORITHM FOR ITERATIVE SELECTION
OF BLOCKS OF FEATURES 35 PIERRE ALQUIER BAYESIAN ACTIVE LEARNING USING
ARBITRARY BINARY VALUED QUERIES 50 LIU YANG, STEVE HANNEKE, AND JAIME
CARBONELL APPROXIMATION STABILITY AND BOOSTING 59 WEI GAO AND ZHI-HUA
ZHOU GRAMMATICAL INFERENCE AND GRAPH LEARNING A SPECTRAL APPROACH FOR
PROBABILISTIC GRAMMATICAL INFERENCE ON TREES 74 RAPHAEL BAILLY, AMAURY
HABRARD, AND FRANCOIS DENIS BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/1006508120 DIGITALISIERT DURCH XII TABLE OF CONTENTS
PAGERANK OPTIMIZATION IN POLYNOMIAL TIME BY STOCHASTIC SHORTEST PATH
REFORMULATION 89 BALAZS CSANAD CSAJI, RAPHAEL M. JUNGERS, AND VINCENT D.
BLONDEL INFERRING SOCIAL NETWORKS FROM OUTBREAKS 104 DANA ANGLUIN, JAMES
ASPNES, AND LEV REYZIN PROBABLY APPROXIMATELY CORRECT LEARNING
DISTRIBUTION-DEPENDENT PAC-BAYES PRIORS 119 GUY LEVER, FRANCOIS
LAVIOLETTE, AND JOHN SHAWE-TAYLOR PAC LEARNABILITY OF A CONCEPT CLASS
UNDER NON-ATOMIC MEASURES: A PROBLEM BY VIDYASAGAR 134 VLADIMIR PESTOV A
PAC-BAYES BOUND FOR TAILORED DENSITY ESTIMATION 148 MATTHEW HIGGS AND
JOHN SHAWE-TAYLOR COMPRESSED LEARNING WITH REGULAR CONCEPT 163 JIAWEI
LV, JIANWEN ZHANG, FEI WANG, ZHENG WANG, AND CHANGSHUI ZHANG QUERY
LEARNING AND ALGORITHMIC TEACHING A LOWER BOUND FOR LEARNING
DISTRIBUTIONS GENERATED BY PROBABILISTIC AUTOMATA 179 BORJA BALLE, JORGE
CASTRO, AND RICARD GAVALDA LOWER BOUNDS ON LEARNING RANDOM STRUCTURES
WITH STATISTICAL QUERIES 194 DANA ANGLUIN, DAVID EISENSTAT, LEONID
(ARYEH) KONTOROVICH, AND LEV REYZIN RECURSIVE TEACHING DIMENSION,
LEARNING COMPLEXITY, AND MAXIMUM CLASSES 209 THORSTEN DOLIWA, HANS
ULRICH SIMON, AND SANDRA ZILLES ON-LINE LEARNING TOWARD A CLASSIFICATION
OF FINITE PARTIAL-MONITORING GAMES 224 GABOR 421 TABLE OF CONTENTS XIII
A REGULARIZATION APPROACH TO METRICAL TASK SYSTEMS 270 JACOB ABERNETHY,
PETER L. BARTLETT, NIV BUCHBINDER, AND ISABELLE STANTON INDUCTIVE
INFERENCE SOLUTIONS TO OPEN QUESTIONS FOR NON-U-SHAPED LEARNING WITH
MEMORY LIMITATIONS 285 JOHN CASE AND TIMO KOETZING LEARNING WITHOUT
CODING 300 SAMUEL E. MOELIUS III AND SANDRA ZILLES LEARNING FIGURES WITH
THE HAUSDORFF METRIC BY FRACTALS 315 MAHITO SUGIYAMA, EIJU HIROWATARI,
HIDEKI TSUIKI, AND AKIHIRO YAMAMOTO INDUCTIVE INFERENCE OF LANGUAGES
FROM SAMPLINGS 330 SANJAY JAIN AND EFIM KINBER REINFORCEMENT LEARNING
OPTIMALITY ISSUES OF UNIVERSAL GREEDY AGENTS WITH STATIC PRIORS 345
LAURENT ORSEAU CONSISTENCY OF FEATURE MARKOV PROCESSES 360 PETER SUNEHAG
AND MARCUS HUTTER ALGORITHMS FOR ADVERSARIAL BANDIT PROBLEMS WITH
MULTIPLE PLAYS 375 TAISHI UCHIYA, ATSUYOSHI NAKAMURA, AND MINEICHI KUDO
ON-LINE LEARNING AND KERNEL METHODS ONLINE MULTIPLE KERNEL LEARNING:
ALGORITHMS AND MISTAKE BOUNDS 390 RONG JIN, STEVEN C.H. HOI, AND TIANBAO
YANG AN IDENTITY FOR KERNEL RIDGE REGRESSION 405 FEDOR ZHDANOV AND YURI
KALNISHKAN AUTHOR INDEX |
any_adam_object | 1 |
author_GND | (DE-588)103154576X |
building | Verbundindex |
bvnumber | BV036711591 |
classification_rvk | SS 4800 |
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dewey-full | 006.31 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.31 |
dewey-search | 006.31 |
dewey-sort | 16.31 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Conference Proceeding Book |
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spelling | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings Marcus Hutter ... (eds.) Berlin [u.a.] Springer 2010 XIII, 419 S. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6331 : Lecture notes in artificial intelligence Algorithmische Lerntheorie (DE-588)4701014-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2010 Canberra gnd-content Algorithmische Lerntheorie (DE-588)4701014-9 s DE-604 Hutter, Marcus 1967- Sonstige (DE-588)103154576X oth ALT 21 2010 Canberra Sonstige (DE-588)16085372-2 oth Lecture notes in computer science 6331 : Lecture notes in artificial intelligence (DE-604)BV000000607 6331 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3532053&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020629672&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings Lecture notes in computer science Algorithmische Lerntheorie (DE-588)4701014-9 gnd |
subject_GND | (DE-588)4701014-9 (DE-588)1071861417 |
title | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings |
title_auth | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings |
title_exact_search | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings |
title_full | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings Marcus Hutter ... (eds.) |
title_fullStr | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings Marcus Hutter ... (eds.) |
title_full_unstemmed | Algorithmic learning theory 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings Marcus Hutter ... (eds.) |
title_short | Algorithmic learning theory |
title_sort | algorithmic learning theory 21st international conference alt 2010 canberra australia october 6 8 2010 proceedings |
title_sub | 21st international conference, ALT 2010, Canberra, Australia, October 6-8, 2010 ; proceedings |
topic | Algorithmische Lerntheorie (DE-588)4701014-9 gnd |
topic_facet | Algorithmische Lerntheorie Konferenzschrift 2010 Canberra |
url | http://deposit.dnb.de/cgi-bin/dokserv?id=3532053&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020629672&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV000000607 |
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