Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011

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Weitere Verfasser: Dowe, David L. (HerausgeberIn)
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Veröffentlicht: Berlin [u.a.] Springer 2013
Schriftenreihe:Lecture notes in computer science 7070 : Festschrift
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adam_text TABLE OF CONTENTS INTRODUCTION INTRODUCTION TO RAY SOLOMONOFF 85TH MEMORIAL CONFERENCE 1 DAVID L. DOWE INVITED PAPERS RAY SOLOMONOFF AND THE NEW PROBABILITY 37 GRACE SOLOMONOFF UNIVERSAL HEURISTICS: HOW DO HUMANS SOLVE "UNSOLVABLE" PROBLEMS? . 53 LEONID A. LEVIN PARTIAL MATCH DISTANCE 55 MING LI LONG PAPERS FALSIFICATION AND FUTURE PERFORMANCE 65 DAVID BALDUZZI THE SEMIMEASURE PROPERTY OF ALGORITHMIC PROBABILITY - "FEATURE" OR "BUG"? 79 DOUGLAS CAMPBELL INDUCTIVE INFERENCE AND PARTITION EXCHANGEABILITY IN CLASSIFICATION 91 JUKKA CORANDER, YAQIONG CUI, AND TIMO KOSKI LEARNING IN THE LIMIT: A MUTATIONAL AND ADAPTIVE APPROACH 106 R.EGINALDO INOJOSA DA SILVA FILHO, RICARDO LUIS DE AZEVEDO DA ROCHA, AND RICARDO HENRIQUE GRACINI GUIRALDELLI ALGORITHMIC SIMPLICITY AND RELEVANCE 119 JEAN-LOUIS DESSALLES CATEGORISATION AS TOPOGRAPHIC MAPPING BETWEEN UNCORRELATED SPACES 131 T. MARK ELLISON ALGORITHMIC INFORMATION THEORY AND COMPUTATIONAL COMPLEXITY 142 R.USIQS FREIVALDS HTTP://D-NB.INFO/104339057X XIV TABLE OF CONTENTS A CRITICAL SURVEY OF SOME COMPETING ACCOUNTS OF CONCRETE DIGITAL COMPUTATION 155 NIR FRESCO FURTHER REFLECTIONS ON THE TIMESCALE OF AI 174 J. STORRS HALL TOWARDS DISCOVERING THE INTRINSIC CARDINALITY AND DIMENSIONALITY OF TIME SERIES USING MDL 184 BING HU, THANAWIN R.AKTHANMANON, YUAN HAO, SCOTT EVANS, STEFANO LONARDI, AND EAMONN KEOGH COMPLEXITY MEASURES FOR META-LEARNING AND THEIR OPTIMALITY 198 NORBERT JANKOWSKI DESIGN OF A CONSCIOUS MACHINE 211 P. ALLEN KING NO FREE LUNCH VERSUS OCCAM'S RAZOR IN SUPERVISED LEARNING 223 TOR LATTIMORE AND MARCUS HUTTER AN APPROXIMATION OF THE UNIVERSAL INTELLIGENCE MEASURE 236 SHANE LEGG AND JOEL VENESS MINIMUM MESSAGE LENGTH ANALYSIS OF THE BEHRENS-FISHER PROBLEM 250 ENES MAKALIC AND DANIEL F. SCHMIDT MMLD INFERENCE OF MULTILAYER PERCEPTRONS 261 ENES MAKALIC AND LLOYD ALLISON AN OPTIMAL SUPERFARTHINGALE AND ITS CONVERGENCE OVER A COMPUTABLE TOPOLOGICAL SPACE 273 KENSHI MIYABE DIVERSE CONSEQUENCES OF ALGORITHMIC PROBABILITY 285 ERAY OZKURAL AN ADAPTIVE COMPRESSION ALGORITHM IN A DETERMINISTIC WORLD 299 KRISTIAAN PELCKMANS TOWARD AN ALGORITHMIC METAPHYSICS 306 STEVE PETERSEN LIMITING CONTEXT BY USING THE WEB TO MINIMIZE CONCEPTUAL JUMP SIZE 318 B.AFAL B.ZEPKA, KOICHI MURAMOTO, AND KENJI ARAKI MINIMUM MESSAGE LENGTH ORDER SELECTION AND PARAMETER ESTIMATION OF MOVING AVERAGE MODELS 327 DANIEL F. SCHMIDT TABLE OF CONTENTS XV ABSTRACTION SUPER-STRUCTURING NORMAL FORMS: TOWARDS A THEORY OF STRUCTURAL INDUCTION 339 ADRIAN SILVESCU AND VASANT HONAVAR LOCATING A DISCONTINUITY IN A PIECEWISE-SMOOTH PERIODIC FUNCTION USING BAYES ESTIMATION 351 ALEX SOLOMONOFF ON THE APPLICATION OF ALGORITHMIC PROBABILITY TO AUTOREGRESSIVE MODELS 366 RAY J. SOLOMONOFF AND ELIAS G. SALEEBY PRINCIPLES OF SOLOMONOFF INDUCTION AND AIXI 386 PETER SUNEHAG AND MARCUS HUTTER MDL/BAYESIAN CRITERIA BASED ON UNIVERSAL CODING/MEASURE 399 JOE SUZUKI ALGORITHMIC ANALOGIES TO KAMAE-WEISS THEOREM ON NORMAL NUMBERS 411 HAYATO TAKAHASHI (NON-)EQUIVALENCE OF UNIVERSAL PRIORS 417 IAN WOOD, PETER SUNEHAG, AND MARCUS HUTTER A SYNTACTIC APPROACH TO PREDICTION 426 JOHN WOODWARD AND JERRY SWAN SHORT PAPER DEVELOPING MACHINE INTELLIGENCE WITHIN P2P NETWORKS USING A DISTRIBUTED ASSOCIATIVE MEMORY 439 AMIZA AMIR, ANANG HUDAYA M. AMIN, AND ASAD KHAN AUTHOR INDEX 445
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spellingShingle Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011
Lecture notes in computer science
Algorithmische Informationstheorie (DE-588)4831843-7 gnd
Künstliche Intelligenz (DE-588)4033447-8 gnd
Wahrscheinlichkeit (DE-588)4137007-7 gnd
subject_GND (DE-588)4831843-7
(DE-588)4033447-8
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(DE-588)1071861417
title Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011
title_auth Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011
title_exact_search Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011
title_full Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011 David L. Dowe (ed.)
title_fullStr Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011 David L. Dowe (ed.)
title_full_unstemmed Algorithmic probability and friends Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011 David L. Dowe (ed.)
title_short Algorithmic probability and friends
title_sort algorithmic probability and friends bayesian prediction and artificial intelligence papers from the ray solomonoff 85th memorial conference melbourne vic australia november 30 december 2 2011
title_sub Bayesian prediction and artificial intelligence ; papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011
topic Algorithmische Informationstheorie (DE-588)4831843-7 gnd
Künstliche Intelligenz (DE-588)4033447-8 gnd
Wahrscheinlichkeit (DE-588)4137007-7 gnd
topic_facet Algorithmische Informationstheorie
Künstliche Intelligenz
Wahrscheinlichkeit
Konferenzschrift 2011 Melbourne
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volume_link (DE-604)BV000000607
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