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Remembering the Probabilistic Analysis of Latent Semantic Indexing

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Remembering the Probabilistic Analysis of Latent Semantic Indexing
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155
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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In the late 1990s, the possibility of algorithmic extraction of insight from soulless data loomed potentially important and very intriguing. I will look back at our attempt at understanding and advancing this research program in the light of two decades of blistering progress in spectral methods, machine learning, data harvesting and deep nets.
Subject indexingData managementMagneto-optical driveMathematical analysisDoubling the cubeQuicksortVariable (mathematics)Lecture/Conference
Mathematical analysisSubject indexingInternetworkingMultiplication signContext awarenessWhiteboardInternetworkingSampling (statistics)Computer animation
Multiplication signFocus (optics)Right angleDatabaseNeuroinformatikWeb 2.0Water vaporMereologyLecture/Conference
InternetworkingGoogolLocal GroupTheoryMultiplication signFlow separationFraction (mathematics)2 (number)Server (computing)MereologyBulletin board systemProcess (computing)WordVideo gameWeb 2.0Analytic continuationTask (computing)CausalitySearch engine (computing)Binary codeSerial portStudent's t-testCategory of beingVotingDomain nameAreaGroup actionAuthorizationBlock (periodic table)Machine codeTheoryInternetworkingDatabaseComputer animation
Group actionSemantics (computer science)Subject indexingTheoryEmailConstraint (mathematics)2 (number)Heegaard splittingLecture/Conference
Subject indexingMatrix (mathematics)Landau theorySingular value decompositionCurveWordMedical imagingSet (mathematics)Vector spaceDimensional analysisProjective planeSemantics (computer science)Information retrievalFormal languageSpacetimeSingular value decompositionDistortion (mathematics)Moment (mathematics)Subject indexingInformationDefault (computer science)MereologySquare numberMathematical singularityMatrix (mathematics)Direction (geometry)ResultantComputer animation
Subject indexingLandau theoryMatrix (mathematics)AuthorizationWebsiteInformation retrievalWordSurface of revolutionInformationLine (geometry)AdditionLecture/ConferenceComputer animation
MathematicsPower (physics)InternetworkingQuicksortNeuroinformatikTheoretical computer scienceLimit (category theory)WordMultiplication signComputer scienceTracing (software)Group actionLecture/Conference
ComputerMathematicsElectronic program guideSingular value decompositionLinear subspaceAxonometric projectionRepresentation (politics)Principal idealDirection (geometry)Virtual realityEigenvalues and eigenvectorsMixture modelData modelDistribution (mathematics)Distribution (mathematics)Electronic program guideProjective planeComputer scienceRepresentation (politics)Mathematical singularityMatrix (mathematics)Focus (optics)QuicksortCombinational logicLinear subspaceWordNeuroinformatikCommitment schemeMixed realityInformation retrievalFlow separationTheoremMathematicsEigenvalues and eigenvectorsMultiplication signTheoryMetric systemPrincipal idealCASE <Informatik>Computer virusApproximationRadical (chemistry)Maxima and minimaResultantContext awarenessMixture modelComplex (psychology)File formatWhiteboardView (database)Survival analysisService (economics)Endliche ModelltheorieUnsupervised learningSelf-organizationTwitterElectric generatorWaveUniverse (mathematics)SurfaceComputer animation
Machine learningContext awarenessTheoremTerm (mathematics)Correspondence (mathematics)Axonometric projectionData modelDistribution (mathematics)Flow separationVolumeVery-large-scale integrationNichtkommutative Jordan-AlgebraContext awarenessEndliche ModelltheorieMultiplication signQuicksortDistribution (mathematics)TheoremDimensional analysisMachine learningData miningFlow separationCombinational logicProjective planeVirtual machineTerm (mathematics)Moment (mathematics)Correspondence (mathematics)Field (computer science)Mixture modelResource allocationParameter (computer programming)WordStatisticsVolume (thermodynamics)RandomizationDecision theoryRevision controlSemantics (computer science)Source codeElectric generatorUniform resource locatorBridging (networking)Student's t-testDifferent (Kate Ryan album)DiameterSet (mathematics)Right angleArtificial neural networkWebsiteSubject indexingAuthorizationDefault (computer science)EstimatorLecture/ConferenceComputer animation
Information retrievalMultiplication signInformationLecture/Conference
Virtual machineMathematicsSurface of revolutionArtificial neural networkSearch engine (computing)WeightMachine learningPower (physics)Web 2.0InformationWordParameter (computer programming)Logic gateMathematicsExplosionExponentiationScaling (geometry)Surface of revolutionSource codeComputer animation
Web 2.0Vector spaceResultantInternetworkingLecture/Conference
Virtual machineMathematicsSurface of revolutionLecture/Conference
Transcript: English(auto-generated)