Verfügbarkeit: Algorithmic learning theory

Algorithmic learning theory: 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings

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Format:	Tagungsbericht Buch
Sprache:	English
Veröffentlicht:	Berlin [u.a.] Springer 2012
Schriftenreihe:	Lecture notes in computer science 7568 : Lecture notes in artificial intelligence
Schlagworte:	Algorithmische Lerntheorie Konferenzschrift > 2012 > Lyon
Online-Zugang:	Inhaltstext Inhaltsverzeichnis
Beschreibung:	XI, 379 S. graph. Darst.
ISBN:	3642341055 9783642341052

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MARC


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Datensatz im Suchindex

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adam_text	IMAGE 1 T A B L E O F C O N T E N T S EDITORS' INTRODUCTION 1 NADER H. BSHOUTY, GILLES STOLTZ, NICOLAS VAYATIS, AND THOMAS ZEUGMANN I N V I T E D P A P E R S DECLARATIVE MODELING FOR MACHINE LEARNING AND D A T A MINING 12 LUC DE RAEDT LEARNABILITY BEYOND UNIFORM CONVERGENCE 13 SHAI SHALEV-SHWARTZ SOME RATES OF CONVERGENCE FOR THE SELECTED LASSO ESTIMATOR 17 PASCAL MASSART AND CAROLINE MEYNET RECENT DEVELOPMENTS IN PATTERN MINING 34 TOON CALDERS EXPLORING SEQUENTIAL D A T A 35 GILBERT RITSCHARD R E G U L A R C O N T R I B U T I O N S I N D U C T I V E I N F E R E N C E ENLARGING LEARNABLE CLASSES 36 SANJAY JAIN, TIMO KOTZING, AND FRANK STEPHAN CONFIDENT AND CONSISTENT PARTIAL LEARNING OF RECURSIVE FUNCTIONS 51 ZIYUAN GAO AND FRANK STEPHAN AUTOMATIC LEARNING FROM POSITIVE D A T A AND NEGATIVE COUNTEREXAMPLES 66 SANJAY JAIN AND EFIM KINBER REGULAR INFERENCE AS VERTEX COLORING 81 CHRISTOPHE COSTA FLORENCIO AND SICCO VERWER HTTP://D-NB.INFO/1025944674 IMAGE 2 X TABLE OF CONTENTS T E A C H I N G A N D P A C - L E A R N I N G SAUER'S BOUND FOR A NOTION OF TEACHING COMPLEXITY 96 RAHIM SAMEI, PAVEL SEMUKHIN, BOTING YANG, AND SANDRA ZILLES ON T H E LEARNABILITY OF SHUFFLE IDEALS I L L DANA ANGLUIN, JAMES ASPNES, AND ARYEH KONTOROVICH S T A T I S T I C A L L E A R N I N G T H E O R Y A N D CLASSIFICATION NEW ANALYSIS AND ALGORITHM FOR LEARNING WITH DRIFTING DISTRIBUTIONS 124 MEHRYAR MOHRI AND ANDRES MUNOZ MEDINA ON T H E HARDNESS OF DOMAIN ADAPTATION AND THE UTILITY OF UNLABELED TARGET SAMPLES 139 SHAI BEN-DAVID AND RUTH URNER EFFICIENT PROTOCOLS FOR DISTRIBUTED CLASSIFICATION AND OPTIMIZATION 154 HAL DAUME III, JEFF M. PHILLIPS. AVISHEK SAHA, AND SURESH VENKATASUBRAMANIAN R E L A T I O N S B E T W E E N M O D E L S A N D D A T A THE SAFE BAYESIAN: LEARNING THE LEARNING RATE VIA THE MIXABILITY GAP 169 PETER GRIINWALD D A T A STABILITY IN CLUSTERING: A CLOSER LOOK 184 LEU REYZIN B A N D I T P R O B L E M S THOMPSON SAMPLING: AN ASYMPTOTICALLY OPTIMAL FINITE-TIME ANALYSIS 199 EMILIE KAUFMANN, NATHANIEL KORDA, AND R E M I MUNOS REGRET BOUNDS FOR RESTLESS MARKOV BANDITS 214 RONALD ORTNER, DANIIL RYABKO, PETER AUER, AND R E M I MUNOS MINIMAX NUMBER OF STRATA FOR ONLINE STRATIFIED SAMPLING GIVEN NOISY SAMPLES 229 ALEXANDRA CARPENTIER AND R E M I MUNOS IMAGE 3 TABLE OF CONTENTS XI O N L I N E P R E D I C T I O N O F I N D I V I D U A L S E Q U E N C E S WEIGHTED LAST-STEP MIN-MAX ALGORITHM WITH IMPROVED SUB-LOGARITHMIC REGRET 245 EDWARD MOROSHKO AND KOBY CRAMMER ONLINE PREDICTION UNDER SUBMODULAR CONSTRAINTS 260 DAIKI SUEHIRO, KOHEI HATANO, SHUJI KIJIMA, EIJI TAKIRNOTO, AND KIYOHITO NAGANO LOWER BOUNDS ON INDIVIDUAL SEQUENCE REGRET 275 EYAL GOFER AND YISHAY MANSOUR A CLOSER LOOK A T ADAPTIVE REGRET 290 DMITRY ADAMSKIY, WOUTER M. KOOLEN, ALEXEY CHERNOV, AND VLADIMIR VOVK PARTIAL MONITORING WITH SIDE INFORMATION 305 GDBOR BARTOK AND CSABA SZEPESVDRI O T H E R M O D E L S O F O N L I N E L E A R N I N G PAC BOUNDS FOR DISCOUNTED MDPS 320 TOR LATTIMORE AND MARCUS HUTTER BUY LOW, SELL HIGH 335 WOUTER M. KOOLEN AND VLADIMIR VOVK: KERNELIZATION OF MATRIX UPDATES, WHEN AND HOW? 350 MANFRED K. WARMUTH, WOJCIECH KOTLOWSKI, AND SHUISHENG ZHOU PREDICTIVE COMPLEXITY AND GENERALIZED ENTROPY RATE OF STATIONARY ERGODIC PROCESSES 365 MRINALKANTI GHOSH AND SATYADEV NANDAKUMAR A U T H O R I N D E X 381
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spelling	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings Nader H. Bshouty ... (eds.) Berlin [u.a.] Springer 2012 XI, 379 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7568 : Lecture notes in artificial intelligence Algorithmische Lerntheorie (DE-588)4701014-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Lyon gnd-content Algorithmische Lerntheorie (DE-588)4701014-9 s DE-604 Bshouty, Nader H. Sonstige oth ALT 23 2012 Lyon Sonstige (DE-588)102692376X oth Erscheint auch als Online-Ausgabe 978-3-642-34106-9 Lecture notes in computer science 7568 : Lecture notes in artificial intelligence (DE-604)BV000000607 7568 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4121744&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=025334399&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; 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 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings
title_auth	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings
title_exact_search	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings
title_full	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings Nader H. Bshouty ... (eds.)
title_fullStr	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings Nader H. Bshouty ... (eds.)
title_full_unstemmed	Algorithmic learning theory 23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings Nader H. Bshouty ... (eds.)
title_short	Algorithmic learning theory
title_sort	algorithmic learning theory 23rd international conference alt 2012 lyon france october 29 31 2012 proceedings
title_sub	23rd international conference, ALT 2012, Lyon, France, October 29 - 31, 2012 ; proceedings
topic	Algorithmische Lerntheorie (DE-588)4701014-9 gnd
topic_facet	Algorithmische Lerntheorie Konferenzschrift 2012 Lyon
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volume_link	(DE-604)BV000000607
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