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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2013
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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 |
any_adam_object | 1 |
author2 | Dowe, David L. |
author2_role | edt |
author2_variant | d l d dl dld |
author_GND | (DE-588)170687619 |
author_facet | Dowe, David L. |
building | Verbundindex |
bvnumber | BV041457181 |
classification_rvk | SS 4800 |
ctrlnum | (OCoLC)864642878 (DE-599)DNB104339057X |
dewey-full | 004 006.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 004 - Computer science 006 - Special computer methods |
dewey-raw | 004 006.3 |
dewey-search | 004 006.3 |
dewey-sort | 14 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Conference Proceeding Book |
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series | Lecture notes in computer science |
series2 | Lecture notes in computer science |
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 (DE-588)4137007-7 (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 |
url | http://deposit.dnb.de/cgi-bin/dokserv?id=4484417&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=026903615&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV000000607 |
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