ContactInformation
ResearchInterestsEducation
Awards
AcademicExperience
DepartmentofComputerSciences(608)335-6085
UniversityofWisconsin–Madisongoldberg@cs.wisc.edu
1210WestDaytonSt
www.cs.wisc.edu/∼goldberg
Madison,WI53706-1685USA
Machinelearning(especiallysemi-supervisedlearning),naturallanguageprocessing,informationretrieval,graph-basedalgorithms,statisticalmachinetranslationUniversityofWisconsin–Madison,Madison,WIUSA
Ph.D.,ComputerScience,ExpectedMay2010
•Advisor:AssistantProfessorXiaojin“Jerry”Zhu
•AreaofStudy:ArtificialIntelligence(MachineLearning)•PassedPh.D.QualifyingExamSeptember2007M.S.,ComputerScience,December2006,GPA4.0AmherstCollege,Amherst,MAUSA
B.A.,ComputerScience,May2003,GPA4.0(CS),3.93(overall)
•Magnacumlaude,withdepartmentaldistinction
•Advisors:ProfessorLyleA.McGeochandProfessorCatherineC.McGeoch•HonorsThesis:HighlyConstrainedSportsSchedulingwithGeneticAlgorithmsUniversiteitvanAmsterdam,Amsterdam,TheNetherlands
StudyabroadprograminHumanitiesandSocialSciences,Spring2002,GPA4.0
UW-MadisonFirst-YearGraduateSchoolFellowship,2005–2006PhiBetaKappa,2003
SigmaXiScientificResearchSociety,2003NationalMeritScholarship,1999
RobertC.ByrdHonorsScholarship,1999HighSchoolValedictorian,1999
UniversityofWisconsin–Madison,Madison,WIUSA
ResearchAssistant(ProfessorXiaojinZhu)
September2006topresent
•Researchprojects:Onlinesemi-supervisedlearning;domainadaptationforsen-timentanalysis;learningbigramlanguagemodelsfrombag-of-wordsdocuments;text-to-picturesynthesis;semi-supervisedlearningusingdissimilarityandorderconstraints;andgraph-theoreticrankingforinformationretrieval,textsumma-rization,andsocialnetworkanalysis.UW-MadisonFellow
September2005toAugust2006
•Courseprojects:Graph-basedsemi-supervisedsentimentcategorization;geneclusteringusingmicroarraydataandbiomedicalliterature;andMadisonbustripplannerusingA*searchandGooglemaps.
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Publications
ProfessionalExperience
AmherstCollege,Amherst,MAUSA
UndergraduateResearcher
September2001toMay2003
•Forseniorhonorsthesis,researchedusinggeneticalgorithmstoscheduletheNESCAC(NewEnglandSmallCollegeAthleticConference)men’ssoccerseason.•OtherprojectsincludedbuildinganexpertsysteminLispanddevelopingasnake-likevirtualrobotthatlearnslocomotioninasimulatedenvironment.LabTeachingAssistantandGrader
January2001toMay2003
•AidedstudentsinintroductoryComputerSciencelabprogrammingassignmentsandgradedmultivariablecalculushomeworkassignments.
XiaojinZhuandAndrewB.Goldberg.Kernelregressionwithorderpreferences.22ndAAAIConferenceonArtificialIntelligence(AAAI2007).
XiaojinZhu,AndrewB.Goldberg,MohamedEldawy,CharlesDyer,andBradleyStrock.Atext-to-picturesynthesissystemforaugmentingcommunication.TheIn-tegratedIntelligenceTrackofAAAI2007.
XiaojinZhu,AndrewB.Goldberg,JurgenVanGael,andDavidAndrzejewski.Improv-ingdiversityinrankingusingabsorbingrandomwalks.HumanLanguageTechnologies:TheAnnualConferenceoftheNorthAmericanChapteroftheAssociationforCompu-tationalLinguistics(HLT-NAACL2007).
AndrewB.Goldberg,XiaojinZhu,andStephenWright.Dissimilarityingraph-basedsemi-supervisedclassification.11thInternationalConferenceonArtificialIntelligenceandStatistics(AISTATS2007).
AndrewB.Goldberg,DavidAndrzejewski,JurgenVanGael,BurrSettles,XiaojinZhu,andMarkCraven.Rankingbiomedicalpassagesforrelevanceanddiversity:UW-MadisonatTRECGenomics2006.15thTextRetrievalConference(TREC2006).XiaojinZhuandAndrewB.Goldberg.Semi-supervisedregressionwithorderprefer-ences.ComputerSciencesTR1578,UniversityofWisconsin-Madison.
AndrewB.GoldbergandXiaojinZhu.Seeingstarswhentherearen’tmanystars:Graph-basedsemi-supervisedlearningforsentimentcategorization.HLT-NAACL2006TextGraphsWorkshop:Graph-basedAlgorithmsforNaturalLanguageProcessing.HarveyM.Deitel,PaulJ.Deitel,andAndrewB.Goldberg.Internet&WorldWideWebHowtoProgram.3rded.PrenticeHall,2003.
Google,Inc.,MountainView,CAUSA
SoftwareEngineeringIntern(inResearch)
May2007toAugust2007
•WorkedwithPengXuinthestatisticalmachinetranslationresearchgroup.•Designedandimplementedn-bestlistre-rankingalgorithmsusinglarge-scale,distributedmachinelearning.
•Appliedsemi-supervisedlearningtechniqueston-bestlistre-ranking.Deitel&Associates,Inc.,Maynard,MAUSA
SoftwareDeveloper/TextbookAuthor
June2003toJune2005
•Co-authoredandeditedCStextbooksand100-pageOOD/UMLcasestudy.•Managedteamofinternsandheldproject-controlresponsibilities.
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Service
TechnicalSkills
References
MicrosoftCorporation,Redmond,WAUSA
SoftwareTestEngineerIntern
June2002toAugust2002
•Interactedcloselywithdevelopersandprogrammanagerstodesignandimple-menttestplansforfeaturesofMicrosoftOffice.
•TestedmaliciouscodedetectionscriptandSOAPAPIsinOffice.ProdigyCommunicationsCorporation,YorktownHeights,NYUSA
ApplicationDeveloperIntern
June2001toAugust2001
•Createdapplicationsforinternalportal,includingtrouble-tickettrackingtool.•ProgrammedloadandstresstestsforProdigyInternetIMandWebapplications.ProdigyCommunicationsCorporation,WhitePlains,NYUSA
SoftwareTestAnalystIntern
June2000toAugust2000,January2001
•TestedWebapplications(e.g.,financialportfoliotracker,Webmail)anddial-upsoftwarefornationalISPProdigyInternet.
ProgramCommitteeforAAAI2008WebTrack
ProgramCommitteeforTextGraphs-3workshopatACL-08:HLT
ProgramCommitteeforTextGraphs-2workshopatHLT-NAACL,April2007ReviewerforACMTransactionsonInformationSystems,February2007UW-MadisonCSDepartmentAdmissionsCommittee,Winter2007Co-founderofUW-MadisonCSGraduateMentoringCommittee,Fall2006
WebmasteroftheMathematicalProgrammingSociety’sOptimization-Online.orge-printrepositoryfortheoptimizationresearchcommunity,June2005topresentWebdeveloperfortheAmherstCollegeDailyJoltcommunityportal(amherst.dailyjolt.com),January2001toMay2003FoundinglayoutdesignerforCircusliterarymagazineatAmherstCollege,Spring2001RadioDJonWAMH,Amherst,MA,Spring2000toFall2002
FluentinMatlab,Python,Java,C++,UNIXshellscripting,JavaScript,XHTML,CSSConfidentinPHP,Perl,SQL,AjaxandWebservices,OOD/UMLAvailableuponrequest
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