Algorithmic learning theory: 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2011
|
| Schriftenreihe: | Lecture notes in computer science
6925 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XIII, 451 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9783642244117 3642244114 |
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| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2011 | |
| 300 | |a XIII, 451 S. |b Ill., graph. Darst. |c 24 cm | ||
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Datensatz im Suchindex
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IMAGE 1
TABLE OF CONTENTS
EDITORS' INTRODUCTION 1
JYRKI KIVINEN, CSABA SZEPESVDRI, ESKO UKKONEN, AND THOMAS ZEUGMANN
INVITED PAPERS
MODELS FOR AUTONOMOUSLY MOTIVATED EXPLORATION IN REINFORCEMENT LEARNING
(EXTENDED ABSTRACT) 14
PETER AUER, SHIAU HONG LIM, AND CHRIS WATKINS
ON THE EXPRESSIVE POWER OF DEEP ARCHITECTURES 18
YOSHUA BENGIO AND OLIVIER DELALLEAU
OPTIMAL ESTIMATION 37
JORMA RISSANEN
LEARNING FROM LABEL PREFERENCES 38
EYKE HUELLERMEIER AND JOHANNES FUERNKRANZ
INFORMATION DISTANCE AND ITS EXTENSIONS 39
MING LI
INDUCTIVE INFERENCE
ITERATIVE LEARNING FROM POSITIVE DATA AND COUNTERS 40
TIMO KOETZING
ROBUST LEARNING OF AUTOMATIC CLASSES OF LANGUAGES 55
SANJAY JAIN, ERIC MARTIN, AND FRANK STEPHAN
LEARNING AND CLASSIFYING 70
SANJAY JAIN, ERIC MARTIN, AND FRANK STEPHAN
LEARNING RELATIONAL PATTERNS 84
MICHAEL GEILKE AND SANDRA ZILLES
REGRESSION
ADAPTIVE AND OPTIMAL ONLINE LINEAR REGRESSION ON 1 1 -BALLS 99 SEBASTIEN
GERCHINOVITZ AND JIA YUAN YU
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/101462827X
DIGITALISIERT DURCH
IMAGE 2
XII TABLE OF CONTENTS
RE-ADAPTING THE REGULARIZATION OF WEIGHTS FOR NON-STATIONARY REGRESSION
114
NINA VAITS AND KOBY CRAMMER
COMPETING AGAINST THE BEST NEAREST NEIGHBOR FILTER IN REGRESSION 129
ARNAK S. DALALYAN AND JOSEPH SALMON
BANDIT PROBLEMS
LIPSCHITZ BANDITS WITHOUT THE LIPSCHITZ CONSTANT 144
SEBASTIEN BUBECK, GILLES STOLTZ, AND JIA YUAN YU
DEVIATIONS OF STOCHASTIC BANDIT REGRET 159
ANTOINE SALOMON AND JEAN-YVES AUDIBERT
ON UPPER-CONFIDENCE BOUND POLICIES FOR SWITCHING BANDIT PROBLEMS . .
174 AURELIEN GARIVIER AND ERIC MOULINES
UPPER-CONFIDENCE-BOUND ALGORITHMS FOR ACTIVE LEARNING IN MULTI-ARMED
BANDITS 189
ALEXANDRA CARPENTIER, ALESSANDRO LAZARIC, MOHAMMAD GHAVAMZADEH, REMI
MUNOS, AND PETER AUER
ONLINE LEARNING
THE PERCEPTRON WITH DYNAMIC MARGIN 204
CONSTANTINOS PANAGIOTAKOPOULOS AND PETROULA TSAMPOUKA
COMBINING INITIAL SEGMENTS OF LISTS 219
MANFRED K. WARMUTH, WOUTER M. KOOLEN, AND DAVID P. HELMBOLD
REGRET MINIMIZATION ALGORITHMS FOR PRICING LOOKBACK OPTIONS 234 EYAL
GOFER AND YISHAY MANSOUR
MAKING ONLINE DECISIONS WITH BOUNDED MEMORY 249
CHI-JEN LU AND WEI-FU LU
UNIVERSAL PREDICTION OF SELECTED BITS 262
TOR LATTIMORE, MARCUS HUTTER, AND VAIBHAV GAVANE
SEMANTIC COMMUNICATION FOR SIMPLE GOALS IS EQUIVALENT TO ON-LINE
LEARNING 277
BRENDAN JUBA AND SANTOSH VEMPALA
KERNEL AND MARGIN BASED METHODS
ACCELERATED TRAINING OF MAX-MARGIN MARKOV NETWORKS WITH K E R N E L S .
. . 292 XINHUA ZHANG, ANKAN SAHA, AND S. V.N. VISHWANATHAN
IMAGE 3
TABLE OF CONTENTS XIII
DOMAIN ADAPTATION IN REGRESSION 308
CORINNA CORTES AND MEHRYAR MOHRI
APPROXIMATE REDUCTION FROM AUC MAXIMIZATION TO 1-NORM SOFT MARGIN
OPTIMIZATION 324
DAIKI SUEHIRO, KOHEI HATANO, AND EIJI TAKIMOTO
INTELLIGENT AGENTS
AXIOMS FOR RATIONAL REINFORCEMENT LEARNING 338
PETER SUNEHAG AND MARCUS HUTTER
UNIVERSAL KNOWLEDGE-SEEKING AGENTS 353
LAURENT ORS EAU
ASYMPTOTICALLY OPTIMAL AGENTS 368
TOR LATTIMORE AND MARCUS HUTTER
TIME CONSISTENT DISCOUNTING 383
TOR LATTIMORE AND MARCUS HUTTER
OTHER LEARNING MODELS
DISTRIBUTIONAL LEARNING OF SIMPLE CONTEXT-FREE TREE GRAMMARS 398 ANNA
KASPRZIK AND RYO YOSHINAKA
ON NOISE-TOLERANT LEARNING OF SPARSE PARITIES AND RELATED PROBLEMS . .
413 ELENA GRIGORESCU, LEV REYZIN, AND SANTOSH VEMPALA
SUPERVISED LEARNING AND CO-TRAINING 425
MALTE DARNSTAEDT, HANS ULRICH SIMON, AND BALDZS SZ'ORENYI
LEARNING A CLASSIFIER WHEN THE LABELING IS KNOWN 440
SHALEV BEN-DAVID AND SHAI BEN-DAVID
ERRATUM
ERRATUM: LEARNING WITHOUT CODING 452
SAMUEL E. MOELIUS III AND SANDRA ZILLES
AUTHOR INDEX 453 |
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| 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 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Jyrki Kivinen ... (eds.) Berlin [u.a.] Springer 2011 XIII, 451 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6925 : Lecture notes in artificial intelligence Literaturangaben Algorithmische Lerntheorie (DE-588)4701014-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Espoo gnd-content Algorithmische Lerntheorie (DE-588)4701014-9 s DE-604 Kivinen, Jyrki 1965- Sonstige (DE-588)123824745 oth ALT 22 2011 Espoo Sonstige (DE-588)16324466-2 oth Lecture notes in computer science 6925 (DE-604)BV000000607 6925 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3873015&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=024463571&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; 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 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_auth | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_exact_search | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| title_full | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Jyrki Kivinen ... (eds.) |
| title_fullStr | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Jyrki Kivinen ... (eds.) |
| title_full_unstemmed | Algorithmic learning theory 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings Jyrki Kivinen ... (eds.) |
| title_short | Algorithmic learning theory |
| title_sort | algorithmic learning theory 22nd international conference alt 2011 espoo finland october 5 7 2011 proceedings |
| title_sub | 22nd international conference, ALT 2011, Espoo, Finland, October 5 - 7, 2011 ; proceedings |
| topic | Algorithmische Lerntheorie (DE-588)4701014-9 gnd |
| topic_facet | Algorithmische Lerntheorie Konferenzschrift 2011 Espoo |
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