assessmentipam

1/2/2018ERICD.
KOLACZYKCurriculumVitaeDepartmentofMathematicsandStatisticsWork:(617)353-5208BostonUniversityFax:(617)353-8100111CummingtonMallEmail:kolaczyk@bu.
eduBoston,MA02215EDUCATION1994Ph.
D.
Statistics,StanfordUniversity,Stanford,CA1992M.
S.
Statistics,StanfordUniversity,Stanford,CA1990B.
S.
Mathematics,TheUniversityofChicago,Chicago,ILACADEMICPOSITIONSPrimary2015–presentFoundingDirector,MSinStatisticalPractice(MSSP)programDepartmentofMathematicsandStatistics,BostonUniversity2009–presentProfessor,DepartmentofMathematicsandStatistics,BostonUniversity2002–presentDirector,PrograminStatisticsDepartmentofMathematicsandStatistics,BostonUniversity2003–2009AssociateProfessor(withtenure).
DepartmentofMathematicsandStatistics,BostonUniversity1998–2003AssistantProfessor,DepartmentofMathematicsandStatistics,BostonUniversity1994–1998AssistantProfessor,DepartmentofStatistics,TheUniversityofChicagoVisiting2011-presentVisitingProfessor,ENSAE,Paris,France.
[Teachingonecourseperyear.
]Fall2011VisitingProfessor,l'Universitéd'Evry,France.
Spring2005VisitingAssociateProfessor,DepartmentofStatistics,HarvardUniversityFall2004VisitingResearchAssociate,LIAFA,l'UniversitéParis7,France.
1997–1998VisitingAssistantProfessor,DepartmentofStatistics,HarvardUniversityAffiliations2011–presentMember,PrograminNeuroscience,BostonUniversity2008–presentMember,DivisionofSystemsEngineering,BostonUniversity2005–presentMember,PrograminBioinformatics,BostonUniversity2004–presentMember,CenterforInformation&SystemsEngineering,BostonUniversity1/2/2018AWARDSandHONORS2017Fellow(Elected),AmericanAssoc.
fortheAdvancementofScience(AAAS)2017Fellow(Elected),InstituteofMathematicalStatistics(IMS)2012GordonC.
AshtonMemorialLecturer,Biomathematics&BiostatisticsSymposium,UniversityofGuelph2011Fellow(Elected),AmericanStatisticalAssociation(ASA)2011Member(Elected),InternationalStatisticalInstitute(ISI)2006SeniorMember(Elected),Inst.
ofElectronicsandElectricalEngineers(IEEE)1996ProjectKaleidoscopeFacultyforthe21stCentury1993StanfordUniversityCentennialTeachingAssistantAward1990SigmaXi,AssociateMember1990MulvaneyScholarAthlete,TheUniversityofChicago1988-90UniversityofChicagoStaggScholarship2012ACMSIGKDDBestStudentPaperAward(Student:QiDing)Keynote/Plenaryspeakeratvariousworkshops.
(SeeInvitedTalks)EDITORIALRESPONSIBILITIESAssociateEditor,JournaloftheRoyalStatisticalSociety,SeriesB(2015–present)AssociateEditor,NetworkScience(2012–present)AssociateEditor,JournaloftheAmericanStatisticalAssociation(2010–present)AssociateEditor,StatisticsSurveys(2008--present).
AssociateEditor,IEEETransactionsonNetworkScience&Engineering(2014–2017)AssociateEditor,ElectronicJournalofStatistics(2010–2015)AssociateEditor,IEEETransactionsonImageProcessing(2007–2009).
GuestEditor,ProceedingsoftheNationalAcademyofSciences,2013RESEARCHGRANTS(Currently(Co)PIonactiveawardstotalingover$2.
2M.
)2018–2019DARPAgrant,"High-throughoutChemistryPlatform(HTCP)forReactionScreening.
"(Beeler(PI),Kolaczyk(CoPI),Portco,Schaus;$972,008)2015–2018NationalInstitutesofHealthgrant,"Dynamicnetworkanalysisofhumanseizures:Towardstargetedtherapeuticintervention.
"(Kolaczyk(PI),Kramer,Cash;$950,217)2015–2018ArmyResearchOfficegrant,"StatisticalFoundationsforAnalyzingLargeCollectionsofNetwork-DataObjects.
"(Kolaczyk(PI),Lin,Rosenberg;$330,000)1/2/20182014–2016NationalScienceFoundationEAGERgrant,"InitiativeforPhysicsandMathematicsofNeuralSystems.
"(Hasselmo(PI),Howard,Kolaczyk(CoI),Rosene,Stanley;$300,000)2014–2017NationalScienceFoundationgrant,"BostonUniversity/KeioUniversityWorkshops.
"(Devaney,Kolaczyk(CoPI),Li,Rosenberg(PI);$30,000)2012–2017AirForceOfficeofScientificResearchaward,"StatisticalFoundationsforMeasurement-basedSystemVerificationinComplexNetworks.
"(Kolaczyk(PI);$1,142,505)2012–2015NationalInstitutesofHealthgrant,"Multi-cohort,Network-guidedRegressionforGE/GGInteractionsinDiseaseTraits.
"(Dupuis,Kolaczyk(PI);$450,029)2012–2015NationalInstitutesofHealthgrant,"CommonGeneticVariationandQuantitativeDiabetesTraits.
"(BUSubaward:Dupuis(PI),Kolaczyk(CoI),&others;$375,000forBUsubcontract)2009–2014NationalScienceFoundationgrant,"Wide-ApertureTrafficAnalysisforInternetSecurity.
"(Crovella(PI),Kolaczyk(CoPI),Barford;$723,053)2009–2012OfficeofNavalResearchgrant,"StatisticalPropagationofLow-LevelUncertaintytoHigh-LevelKnowledgeandDecision-MakinginNetworkInformationEnvironments.
"(Kolaczyk(PI);$721,819)2006–2011NationalInstitutesofHealthgrant,"PredictingDrugMechanismviaChemo-genomicProfilingandSparseSimultaneousEquationModelsofGeneRegulation.
"(Kolaczyk(PI),Schaus;$1,000,081)2005–2008OfficeofNavalResearchaward,"StatisticalAspectsofInformationIntegrationinNet-CentricEnvironments.
"(Kolaczyk(PI);$236,946)2003–2007NationalScienceFoundationgrant,"ComplexityofSpatialandCategoricalScaleinLandcoverCharacterization:AStatisticalandComputationalFramework.
"(Gopal,Kolaczyk(PI),Skekhar;$535,914)2003–2009NationalScienceFoundationgrant,"ModularStrategiesforInternetworkMonitoring.
"(BUSub-award:Kolaczyk(PI),Crovella;7(co)PIsatUMich,UWisc,andBU.
$618,030forBUsubcontract)2003–2006OfficeofNavalResearchGrant,"AMultiscaleFrameworkforWhole-NetworkInformationSuperiority:Representation,Analysis,andInference.
"(Kolaczyk(PI);$248,357)2003NationalScienceFoundationgrant,"REUSupplementtoAMultiscaleFrameworkforSpatialModelinginGeograph.
"(Gopal,Kolaczyk(PI);$12,000)2000–2003NationalScienceFoundationgrant,"AMultiscaleFrameworkforSpatialModelinginGeography.
"(Gopal,Kolaczyk(PI);$249,410)1999–2002OfficeofNavalResearchgrant,"TowardsaClassofMulti-granularModels.
"(Kolaczyk(PI);$227,334)1/2/2018PUBLICATIONSBooksKolaczyk,E.
D.
(2017).
TopicsattheFrontierofStatisticsandNetworkAnalysis:(Re)vistingtheFoundations.
CambridgeUniversityPress(Elements).
Cambridge,UK.
Kolaczyk,E.
D.
andCsardi,G.
(2014).
StatisticalAnalysisofNetworkDatawithR.
Springer,NewYork.
Kolaczyk,E.
D.
(2009).
StatisticalAnalysisofNetworkData:MethodsandModels.
Springer,NewYork.
Peer-reviewedJournalArticlesHachigian,L.
J.
,Carmona,V.
,Fenster,R.
J.
,Kulicke,R.
,Heilbut,A.
,Sittler,A.
,PereiradeAlmedia,L.
,Mesirov,J.
P.
,Gao,F.
,Kolaczyk,E.
D.
,andHeiman,M.
(2017).
ControlofHuntington'sdisease-associatedphenotypesbythestriatum-enrichedtranscriptionfactorFoxp2.
CellReports,21(10),2688-2695.
Ginestet,C.
,Liu,J.
,Balachandran,P.
,Rosenberg,S.
,andKolaczyk,E.
D.
(2017).
Hypothesistestingfornetworkdatainfunctionalneuroimaging.
AnnalsofAppliedStatistics,11(2),725-750.
Balachandran,P.
,Kolaczyk,E.
D.
,andViles,W.
(2017).
Onthepropagationoflow-ratemeasurementerrortosubgraphcountsinlargenetworks.
JournalofMachineLearningResearch,18(61):1-33.
Zhang,S.
,Wei,J.
S.
,Li,S.
Q.
,Badgett,T.
C.
,Song,Y.
K.
,Agarwal,S.
,Coarfa,C.
,Tolman,C.
,Hurd,L.
,Liao,H.
,He,J.
,Wen,X.
,Liu,Z.
,Thiele,C.
J.
,Westermann,F.
,Asgharzadeh,S.
,Seeger,R.
C.
,Maris,J.
M.
,GuidryAuvil,J.
M.
,Smith,M.
A.
,Kolaczyk,E.
D.
,Shohet,J.
,Khan,J.
(2016).
MYCNcontrolsanalternativeRNAsplicingprograminhigh-riskmetastaticneuroblastoma.
CancerLetters,371(2),214-224.
Chen,B.
H.
,Hivert,M-F.
,Peters,M.
J.
,Pilling,L.
C.
,Hogan,J.
D.
,Pham,L.
M.
,Harries,L.
W.
,Fox,C.
S.
,Bandinelli,S.
,Dehghan,A.
,Hernandez,D.
G.
,Hofman,A.
,Hong,J.
,Joehanes,R.
,Johnson,A.
D.
,Munson,P.
J.
,Rybin,D.
V.
,Singleton,A.
B.
,Uitterlinden,A.
G.
,Ying,S.
,MAGICInvestigators,Melzer,D.
,Levy,D.
,vanMeurs,J.
B.
J.
,Perrucci,L.
,Florez,J.
C.
,Dupuis,J.
,Meigs,J.
B.
,andKolaczyk,E.
D.
(2016).
Peripheralbloodtranscriptomicsignaturesoffastingglucoseandinsulinconcentrations.
Diabetes,65(12),3794-3804.
Lu,C.
,O'Connor,G.
T.
,Dupuis,J.
,andKolaczyk,E.
D.
(2016).
Meta-analysisforpenalizedregressionmethodswithmulti-cohortGenome-wideAssociationStudies.
HumanHeredity,81,142-149.
Sloas,D.
C.
,Zhuo,R.
,Xue,H.
,Chambers,A.
R.
,Kolaczyk,E.
,Polley,D.
B.
,andSen,K.
(2016).
Interactionsacrossmultiplestimulusdimensionsinprimaryauditorycortex.
eNeuro,DOI:10.
1523/ENEURO.
0124-16.
2016.
1/2/2018Viles,W.
,Ginestet,C.
E.
,Tang,A.
,Kramer,M.
A.
,andKolaczyk,E.
D.
(2016).
Percolationundernoise:Detectingexplosivepercolationusingthesecond-largestcomponent.
PhysicalReviewE,DOI:10.
1103/PhysRevE.
93.
052301.
Pham,L.
M.
,Carvalho,L.
,Schaus,S.
,andKolaczyk,E.
D.
(2016).
Perturbationdetectionthroughmodelingofgeneexpressiononalatentbiologicalpathwaynetwork:aBayesianhierarchicalapproach.
JournaloftheAmericanStatisticalAssociation,111,73-92.
Li,Y.
,O'Connor,G.
T.
,Dupuis,J.
,andKolaczyk,E.
(2015).
Modelinggene-covariateinteractionsinsparseregressionwithgroupstructureforgenome-wideassociationstudies.
StatisticalApplicationsinGeneticsandMolecularBiology14(3).
Zhang,Y.
Kolaczyk,E.
D.
,andSpencer,B.
D.
(2015).
Estimatingnetworkdegreedistributionsundersampling:aninverseproblem,withapplicationstomonitoringsocialmedianetworks.
AnnalsofAppliedStatistics,9(1),166-199.
Krivitsky,P.
N.
andKolaczyk,E.
D.
(2014).
Onthequestionofeffectivesamplesizeinnetworkmodeling:anasymptoticinquiry.
StatisticalScience,30(2),184-198.
Heiman,M.
,Heilbut,A.
,Francardo,V.
,Kulicke,R.
,Fenster,R.
J.
,Kolaczyk,E.
D.
,Mesirov,J.
P.
,Surmeier,D.
J.
,Cenci,M.
A.
,andGreengard,P.
(2014).
Molecularadaptationsofstriatalspinyprojectionneuronsduringlevodopa-induceddyskinesia.
ProceedingsoftheNationalAcademyofSciences,doi:10.
1073.
Christadore,L.
M.
,Pham,L.
,Kolaczyk,E.
D.
,andSchaus,S.
E.
(2014).
Improvementofexperimentaltestingandnetworktrainingconditionswithgenome-widemicroarraysformoreaccuratepredictionsofdruggenetargets.
BMCSystemsBiology,8:7.
Ding,Q.
andKolaczyk,E.
D.
(2013).
AcompressedPCAsubspacemethodforanomalydetectioninhigh-dimensionaldata.
IEEETransactionsonInformationTheory,59(11),7419-7433.
Lu,C.
,Latourelle,J.
,O'Connor,G.
T.
,Dupuis,J.
,andKolaczyk,E.
D.
(2013).
Network-guidedregressionmodelingfordetectionofgene-by-geneinteractions.
Bioinformatics,29(10),1241-1249.
Katenka,N.
andKolaczyk,E.
D.
(2012).
Multi-attributenetworksandtheimpactofpartialinformationoninferenceandcharacterization.
AnnalsofAppliedStatistics,6(3),1068-1094.
Hahm,H.
C.
,Kolaczyk,E.
D.
,Jang,J.
,Bhindarwala,A.
,andSwenson,T.
(2012).
Bingedrinkingtrajectoriesfromadolescencetoyoungadulthood:theeffectsofpeersocialnetwork.
SubstanceUseandMisuse.
Jiang,X.
andKolaczyk,E.
D.
(2012).
Alatenteigen-probitmodelwithlinkuncertaintyforpredictionofprotein-proteininteractions.
StatisticsinBiosciences–SpecialIssueonNetworks,4:1,84-104.
McCormick,T.
H.
,He,R.
,Kolaczyk,E.
D.
,andZheng,T.
(2012).
Surveyinghard-to-reachgroupsthroughsampledrespondentsinasocialnetwork:acomparisonoftwosurveystrategies.
StatisticsinBiosciences–SpecialIssueonNetworks,4:1,177-195.
Hahm,H.
C.
,Kolaczyk,E.
,Lee,Y.
,Jang,J.
,andNg,L.
(2012).
AreAsian-AmericanwomenwhoweremaltreatedaschildrenathigherlikelihoodforHIVriskbehaviors,depression,orsuicidalityWomen'sHealthIssues,22(1),e35-e43.
1/2/2018Ginestet,C.
E.
,Simmons,A.
,andKolaczyk,E.
D.
(2012).
WeightedFréchetmeansasconvexcombinationsinmetricspaces:Propertiesandgeneralizedmedianinequalities.
StatisticsandProbabilityLetters,82(10),1859-1863.
Pham,L.
,Christadore,L.
,Schaus,S.
,andKolaczyk,E.
D.
(2011).
Network-basedpredictionforsourcesoftranscriptionaldysregulationusinglatentpathwayidentificationanalysis.
ProceedingsoftheNationalAcademyofSciences,108(32),13347-13352.
Fast,E.
M.
,Toomey,M.
E.
,Panaram,K.
,Desjardins,D.
,Kolaczyk,E.
D.
,andFrydman,H.
M.
(2011).
WolbachiaenhanceDrosophilastemcellproliferationandtargetthegermlinestemcellniche.
Science,334(6058),990-992.
Kramer,M.
A.
,Eden,U.
T.
,LePage,K.
Q.
,Kolaczyk,E.
D.
,Bianchi,M.
T.
,andCash,S.
S.
(2011).
Emergenceofpersistentnetworksinlong-termintracranialEEGrecordings.
JournalofNeuroscience,31(44),15757–15767.
Jiang,X.
,Gold,D.
L.
,andKolaczyk,E.
D.
(2010).
Network-basedauto-probitmodelingforproteinfunctionprediction.
Biometrics,67(3),958-966.
Cosgrove,E.
J.
,Gardener,T.
S.
,Kolaczyk,E.
D.
(2010).
Onthechoiceandnumberofmicroarraysfortranscriptionalregulatorynetworkinference.
BMCBioinformatics,11:454.
Di,J.
,andKolaczyk,E.
D.
(2010).
Complexity-penalizedestimationofminimumvolumesetsfordependentdata.
JournalofMultivariateAnalysis,101(9),1910-1926.
Kramer,M.
A.
,Eden,U.
T.
,Kolaczyk,E.
D.
,Zepeda,R.
,Eskandar,E.
N.
,Cash,S.
S.
(2010).
Coalescenceandfragmentationofcorticalnetworksduringfocalseizures.
JournalofNeuroscience,30(30),10076-10085.
Yang,S.
andKolaczyk,E.
D.
(2010).
Targetdetectionvianetworkfiltering.
IEEETransactionsonInformationTheory,56(5),2502-2515.
Scott,C.
andKolaczyk,E.
D.
(2010).
NonparametricassessmentofcontaminationinmultivariatedatausinggeneralizedquantilesetsandFDR.
JournalofComputationalandGraphicalStatistics,19(2),439-456.
Kramer,M.
A.
,Eden,U.
T.
,Cash,S.
S.
,andKolaczyk,E.
D.
(2009).
Networkinference–withconfidence–frommultivariatetimeseries.
PhysicalReviewE,79,061916.
Gandhi,V.
,Kang,J.
M.
,Shekhar,S.
,Ju,J.
,Kolaczyk,E.
D.
,andGopal,S.
(2009).
Context-inclusivefunctionevaluation:AcasestudywithEM-basedmulti-scalemulti-granularimageclassification.
KnowledgeandInformationSystems,doi10.
1007/s10115-009-0208-0.
Kolaczyk,E.
D.
,Chua,D.
B.
,andBarthelemy,M.
(2009).
Group-betweennessandcobetweenness:Inter-relatednotionsofcoalitioncentrality.
SocialNetworks,31:3,190-203.
Cosgrove,E.
J.
,Zhou,Y-C.
,Gardner,T.
S.
,andKolaczyk,E.
D.
(2008).
DrugtargetpredictionviaLassoregressionanalysisofmRNAexpressioncompendia.
Bioinformatics,24(21):2482-2490.
Jiang,X.
,Steffen,M.
,Kasif,S.
,andKolaczyk,E.
D.
(2008).
Integrationofrelationalandhierarchicalnetworkinformationforproteinfunctionprediction.
BMCBioinformatics,9,350.
Kramer,M.
A.
,Kolaczyk,E.
D.
,andKirsch,H.
E.
(2008).
Emergentnetworktopologyatseizureonsetinhumans.
EpilepsyResearch,79,173-186.
1/2/2018Nariai,N.
,Kolaczyk,E.
D.
,andKasif,S.
(2007).
Probabilisticmodelforproteinfunctionpredictionfrommultipletypesofgenome-widedata.
PLoSONE,2:3,e337.
Viger,F.
,Barrat,A.
,Dall'Asta,L.
,Zhang,C-H.
,andKolaczyk,E.
D.
(2007).
WhatistherealsizeofasamplednetworkThecaseoftheInternet.
PhysicalReviewE,75,056111.
Chua,D.
B.
,Kolaczyk,E.
D.
,andCrovella,M.
(2006).
Networkkriging.
IEEEJournalonSelectedAreasinCommunications,SpecialIssueonSamplingtheInternet,24:12,2263-2272.
Louie,M.
M.
andKolaczyk,E.
D.
(2006).
Multiscaledetectionoflocalizedanomalousstructureinaggregatediseaseincidencedata.
StatisticsinMedicine,25:5,787-810.
Louie,M.
M.
andKolaczyk,E.
D.
(2006).
Amultiscalemethodfordiseasemappinginspatialepidemiology.
StatisticsinMedicine,25:8,1287-1306.
Kolaczyk,E.
D.
,Ju,J.
,andGopal,S.
(2005).
Multiscale,multigranularstatisticalimagesegmentation.
JournaloftheAmericanStatisticalAssociation,100,1358-1369.
Ju,J.
,Gopal,S.
,andKolaczyk,E.
D.
(2005).
Onthechoiceofspatialandcategoricalscaleinremotesensinglandcovercharacterization.
RemoteSensingofEnvironment,96:1,62-77.
Kolaczyk,E.
D.
andNowak,R.
D.
(2005).
Multiscalegeneralizedlinearmodelsfornonparametricfunctionestimation.
Biometrika,92:1,119-133.
Kolaczyk,E.
D.
andNowak,R.
D.
(2004).
Multiscalelikelihoodanalysisandcomplexitypenalizedestimation.
AnnalsofStatistics,32,500-527.
Louie,M.
M.
andKolaczyk,E.
D.
(2004).
Onthecovariancepropertiesofcertainmultiscalespatialprocesses.
StatisticsandProbabilityLetters,66:4,407-416.
Kolaczyk,E.
D.
(2003).
Ontheuseofpriorandposteriorinformationinthesub-pixelproportionproblem.
IEEETransactionsonGeoscienceandRemoteSensing,41(11),2687-2691.
Ju,J.
,Kolaczyk,E.
D.
,andGopal,S.
(2002).
Gaussianmixturediscriminantanalysisandsub-pixellandcoverclassificationinremotesensing.
RemoteSensingofEnvironment,84(4),550-560.
Morales,C.
J.
andKolaczyk,E.
D.
(2002).
Wavelets-basedfractalanalysisofhumanbalance.
AnnalsofBiomedicalEngineering,30,588-597.
Kolaczyk,E.
D.
andHuang,H.
(2001).
Multiscalestatisticalmodelsforhierarchicalspatialaggregation.
GeographicalAnalysis,33:2,95-118.
Nowak,R.
D.
andKolaczyk,E.
D.
(2000).
ABayesianmultiscaleframeworkforPoissoninverseproblems.
IEEETransactionsonInformationTheory,46:5,1811-1825.
Kolaczyk,E.
D.
andDixon,D.
D.
(2000).
NonparametricestimationofintensitymapsusingHaarwaveletsandPoissonnoisecharacteristics.
TheAstrophysicalJournal,534:1,490-505.
Kolaczyk,E.
D.
(1999).
BayesianMulti-ScaleModelsforPoissonProcesses.
JournaloftheAmericanStatisticalAssociation,94,920-933.
Dixon,D.
D,Harmann,D.
H.
,Kolaczyk,E.
D.
,Samimi,J.
,Diehl,R.
,Kanbach,G.
,Mayer-Hasselwander,H.
,andStrong,A.
W.
(1998)Evidenceforagamma-rayhalo.
NewAstronomy,3:7,539-561.
1/2/2018Kolaczyk,E.
D.
(1998)WaveletShrinkageEstimationofCertainPoissonIntensitySignalsUsingCorrectedThresholds.
StatisticaSinica,9,119-135.
Chipman,H.
A.
,Kolaczyk,E.
D.
,andMcCulloch,R.
E.
(1997)AdaptiveBayesianWaveletShrinkage.
JournaloftheAmericanStatisticalAssociation,92,1413-1421.
Kolaczyk,E.
D.
(1997)Non-ParametricEstimationofGamma-RayBurstIntensitiesUsingHaarWavelets.
TheAstrophysicalJournal,Vol.
483,340-349.
Kolaczyk,E.
D.
(1996)AWaveletShrinkageApproachtoTomographicImageReconstruction.
JournaloftheAmericanStatisticalAssociation,91,1079-1090.
Kolaczyk,E.
D.
(1994)EmpiricalLikelihoodandGeneralizedLinearModels.
StatisticaSinica,4,199-218.
Peer-reviewedConferenceProceedingsPapersandAbstractsKang,X.
,Ganguly,A.
,andKolaczyk,E.
D.
(2017).
Dynamicnetworkswithmulti-scaletemporalstructure.
Proceedingsofthe51stAsilomarConferenceonSignals,Systems,andComputers.
(Toappear)Ganguly,A.
,andKolaczyk,E.
D.
(2017).
Estimationofvertexdegreesinasamplednetwork.
Proceedingsofthe51stAsilomarConferenceonSignals,Systems,andComputers.
(Toappear)Zhang,Y.
,Lappas,T.
,Crovella,M.
,andKolaczyk,E.
D.
(2014).
Onlineratings:convergencetowardsapositiveperspectiveProceedingsoftheIEEEInternationalConferenceonAcoustics,Speech,andSignalProcessing(ICASSP).
Yang,S.
,Pham,L.
,Christadore,L.
M.
,Schaus,S.
E.
,andKolaczyk,E.
D.
(2013).
Multiscalegenesetsfromproteininteractionnetworks.
ProceedingsoftheIEEEGlobalSIP2013.
Ding,Q.
,Katenka,N.
,Barford,P.
,Kolaczyk,E.
D.
,andCrovella,M.
(2012).
IntrusionasAnti(social)Communication:CharacterizationandDetection.
InProceedingsoftheACMSIGKDDConferenceonKnowledgeDiscoveryandDataMining(KDD)2012.
Beijing,China.
[Note:WinnerofBestStudentPaperAward.
]Jiang,X.
,Nariai,N.
,Steffen,M.
,Kasif,S.
,Gold,D.
,andKolaczyk,E.
D.
(2008).
Combininghierarchicalinferenceinontologieswithheterogeneousdatasourcesimprovesgenefunctionprediction.
ProceedingsoftheIEEEInternationalConferenceonBioinformaticsandBiomedicine.
Chhabra,P.
,Scott,C.
,Kolaczyk,E.
,Crovella,M.
(2008).
Distributedspatialanomalydetection.
ProceedingsoftheIEEEINFOCOM,Phoenix,AZ.
Scott,C.
andKolaczyk,E.
D.
(2007).
Annotatedminimumvolumesetsfornonparametricanomalydiscovery.
ProceedingsoftheIEEEStatisticalSignalProcessingWorkshop.
Madison,WI.
Chua,D.
,Kolaczyk,E.
D.
,andCrovella,M.
(2005).
Astatisticalframeworkforefficientestimationofend-to-endnetworkproperties.
ProceedingsoftheSigmetrics2005.
Chua,D.
,Kolaczyk,E.
D.
,andCrovella,M.
(2005).
Efficientestimationofend-to-endnetworkproperties.
ProceedingsoftheIEEEInfocom2005.
1/2/2018Lakhina,A.
,Papagiannaki,K.
,Crovella,M.
,Diot,C.
,Kolaczyk,E.
D.
,andTaft,N.
(2004).
Structuralanalysisofnetworktrafficflows.
ProceedingsoftheACMSigmetrics2004.
Crovella,M.
andKolaczyk,E.
D.
(2003).
Graphwaveletsforspatialtrafficanalysis.
ProceedingsoftheIEEEInfocom2003.
Nowak,R.
D.
andKolaczyk,E.
D(2002).
Multiscalemaximumpenalizedlikelihood.
Proceedingsofthe2002IEEEInternationalSymposiumonInformationTheory.
Ju,J.
,Kolaczyk,E.
D.
,andGopal,S.
(2002).
Gaussianmixturediscriminantanalysisandsub-pixellandcoverclassificationinremotesensing.
Proceedingsofthe34thAnnualConferenceontheInterfaceofComputingScienceandStatistics,Montreal,Canada.
Kolaczyk,E.
D.
andNowak,R.
D.
(2000).
ReconstructioninemissiontomographyviaaBayesianmultiscalestatisticalframework.
Proceedingsof45thAnnualSPIEConference,SanDiego,CA.
Nowak,R.
D.
,Kolaczyk,E.
D.
,Lalush,D.
andTsui,B.
(2000).
ABayesianmultiscaleframeworkforSPECT.
ProceedingsoftheIEEEMedicalImagingConference,Seattle,WA.
Nowak,R.
D.
andKolaczyk,E.
D.
(1999).
ABayesianmultiscaleframeworkforPoissoninverseproblems.
ProceedingsoftheIEEEInternationalConferenceonAcoustics,Speech,andSignalProcessing.
Nowak,R.
D.
andKolaczyk,E.
D.
(1999).
MultiscalemethodsforPoissoninverseproblems.
ProceedingsoftheIEEEInformationTheoryWorkshoponDetection,Estimation,Classification,andImaging.
Nowak,R.
D.
andKolaczyk,E.
D.
(1998).
AmultiscaleMAPestimationmethodforPoissoninverseproblems.
Proceedingsofthe32ndAsilomarConferenceonSignals,Systems,andComputers.
Kolaczyk,E.
D.
(1997)MethodsforAnalyzingCertainPoissonSignalsandImagesinAstronomy.
Proceedingsofthe31stAsilomarConferenceonSignals,Systems,andComputers.
Hartmann,D.
H.
,Dixon,D.
D.
,Kolaczyk,E.
D.
,andSamimi,J.
(1997)EvidenceforGeVemissionsfromtheGalacticCenterFountain.
Proceedingsofthe4thComptonSymposium:AIPConferenceProceedings.
Dixon,D.
D.
,Kolaczyk,E.
D.
,Samimi,J.
andSaunder,M.
A.
(1997)Non-parametricestimatesofhighenergygamma-raysourcedistributions.
Proceedingsofthe4thComptonSymposium:AIPConferenceProceedings.
Kolaczyk,E.
D.
(1996)SignalDe-NoisingUsingAdaptiveBayesianWaveletShrinkage.
Proceedingsofthe3rdIEEE-SPInternationalSymposiumonTime-FrequencyTime-ScaleAnalysis.
Kolaczyk,E.
D.
(1994)WaveletShrinkageinTomography.
Proceedingsofthe16thAnnualInternationalConferenceoftheIEEE-EMBS.
InvitedBookChaptersGinestet,C.
,Kramer,M.
,andKolaczyk,E.
D.
(2016).
Networkanalysis.
InHandbookofNeuroimagingDataAnalysis,Ombao,H.
,Lindquist,M.
,Thompson,W.
,andAston,J.
(ed.
).
CRCPress.
1/2/2018Jiang,X.
andKolaczyk,E.
D.
(2010).
Integrationofnetworkinformationforproteinfunctionprediction.
InSystemsBiologyforSignalingNetworks,Choi,S.
(Ed.
).
Springer,NewYork.
Kolaczyk,E.
D.
andNowak,R.
D.
(2003).
Multiscalestatisticalmodels.
InNonlinearEstimationandClassification,Denisonetal.
(eds.
).
Springer-Verlag:NewYork.
Kolaczyk,E.
D.
(2003).
BayesianmultiscalemethodsforPoissoncountdata.
InStatisticalChallengesinModernAstronomyIII,BabuandFeigelson(eds.
).
Springer-Verlag:NewYork.
Kolaczyk,E.
D.
(1999).
Someobservationsonthetractabilityofcertainmultiscalemodels.
InBayesianInferenceinWavelet-BasedModels,MullerandVidakovic(eds).
Springer-Verlag:NewYork.
Kolaczyk,E.
D.
(1996)AnApplicationofWaveletShrinkagetoTomography.
InWaveletsinMedicineandBiology.
AldroubiandUnser(eds):CRCPress.
InvitedDiscussionPapersGoeva,A.
andKolaczyk,E.
D.
(2016).
Commenton"Aregularizationschemeonwordoccurrenceratesthatimprovesestimationandinterpretationoftopicalcontent.
"JournaloftheAmericanStatisticalAssociation,(inpress).
Kolaczyk,E.
D.
(2003).
Commenton"Wavelet-basednonparametricmodelingofhierarchicalfunctionsincoloncarcinogenesis.
"JournaloftheAmericanStatisticalAssociation,98,585-587.
Kolaczyk,E.
D.
(1995)Commenton"WaveletShrinkage:Asymptopia"JournaloftheRoyalStatisticalSociety,SeriesB,57,356.
ManuscriptsUnderReviewKang,X.
,Ganguly,A.
,andKolaczyk,E.
D.
Dynamicnetworkswithmulti-scaletemporalstructure.
(arxiv:1712.
08586;underreview)Shappell,H.
,Tripodis,Y.
,Killiany,R.
J.
,andKolaczyk,E.
D.
Longitudinalnetworkanalysisinresting-statefMRIforAlzheimer'sdisease.
(underreview)Kolaczyk,E.
D.
,Lin,L.
,Rosenberg,S.
,Walters,J.
Averagesofunlabelednetworks:geometriccharacterizationandasymptoticbehavior.
(arxiv:1709.
02793;underreview)Gan,H.
L.
andKolaczyk,E.
D.
ApproximationofthedifferenceoftwoPoisson-likecountsbySkellam.
(arxiv:1708.
04018;underreview)Griffin,P.
J.
,Johnson,W.
E.
,andKolaczyk,E.
D.
(2016).
Detectionofmultipleperturbationsinmulti-omicsbiologicalnetworks.
(arxiv:1510.
03959;underinvitedrevisionforBiometrics)1/2/2018ManuscriptsinPreparationAhelegbey,D.
F.
,Carvalho,L.
E.
,Kolaczyk,E.
D.
ABayesiancovariancegraphicalandlatentpositionmodelformultivariatefinancialtimeseries.
INVITEDPRESENTATIONSKeynote/PlenaryTalks"OntheImpactofNetworkInferenceonNetworkScience:PropagationofUncertainty.
"SIAMWorkshoponInferringNetworksfromNon-networkData(KeynoteSpeaker).
Austin,Texas.
April,2017.
"Estimatingnetworkdegreedistributionsfromsamplednetworks:aninverseproblem.
"ConferenceonAppliedStatisticsinDefense(PlenarySpeaker).
Washington,DC.
October,2016.
"Statisticalanalysisofnetworkdatainthecontextof`BigData':Largenetworksandmanynetworks.
"IMA-HK-IASJointProgramonStatisticsandComputationalInterfacetoBigData(Keynotespeaker).
HongKongUniversityofScience&Technology.
January,2015.
"Inferenceofnetworksummarystatisticsthroughnetworkdenoising".
SymposiumonGraphSignalProcessing(Keynotespeaker).
1StIEEEGlobalConferenceonSignalandInformationProcessing.
Austin,Texas.
December,2013.
"AcompressedPCAsubspacemethodforanomalydetectioninhigh-dimensionaldata.
"SymposiumonNewSensingandStatisticalInferenceMethods(Keynotespeaker).
1StIEEEGlobalConferenceonSignalandInformationProcessing.
Austin,Texas.
December,2013.
"Network-basedstatisticalmodelsandmethodsforidentificationofcellularmechanismsofaction.
"GuelphBiomathematicsandBiostatisticsSymposium-FrontiersinNetworks:ModelsandApplications.
(Keynotespeaker–GordonC.
AshtonMemorialLecture)UniversityofGuelph,Ontario.
June,2012.
Conference/WorkshopTalks"EstimationofVertexDegreesinaSampledNetwork.
"51stAsilomarConferenceonSignals,Systems,andComputers.
Asilomar,CA.
October,2017.
"DynamicCausalNetworkswithMulti-scaleTemporalStructure.
"51stAsilomarConferenceonSignals,Systems,andComputers.
Asilomar,CA.
October,2017.
1/2/2018"StatisticsandNetworkScience:OverviewandOpenProblems"AnnualJointStatisticalMeetings.
Baltimore,Maryland.
August,2017.
"ChallengesinNetworkSampling:OpenProblemsandSomeProgress.
"AnnualJointStatisticalMeetings.
Baltimore,Maryland.
August,2017.
"Dynamiccausalnetworkswithmulti-scaletemporalstructure.
"CowlesFoundation/YaleEconometricConferenceonNetworks.
YaleUniversity.
June,2017.
"Dynamiccausalnetworkswithmulti-scaletemporalstructure.
"WorkshoponDynamicNetworks.
IsaacNewtonInstitute.
Cambridge,England.
December,2016.
Commenton"Aregularizationschemeonwordoccurrenceratesthatimprovesestimationandinterpretationoftopicalcontent.
"Bestpapersession,JournaloftheAmericanStatisticalAssociation–Applications&CaseStudies.
AnnualJointStatisticalMeetings.
Chicago,Illinois.
August2016.
"EstimatingNetworkDegreeDistributionsfromSampledNetworks:AnInverseProblem.
"SIAMAnnualMeeting.
Boston,Massachusetts.
July,2016.
"Dynamiccausalnetworkswithmulti-scaletemporalstructure.
"4thIMS-APRMeeting.
HongKong,China.
June,2016.
"Dynamiccausalnetworkswithmulti-scaletemporalstructure.
"WorkshoponaCelebrationofStatisticsatChicago(60thanniversarycelebration).
UniversityofChicago.
Chicago,Illinois.
May,2016.
"Estimatingnetworkdegreedistributionsfromsamplednetworks:aninverseproblem.
"WorkshoponNetworks,RandomGraphs,andStatistics.
ColumbiaUniversity.
NewYork,NewYork.
May,2016.
"Dynamiccausalnetworkswithmulti-scaletemporalstructure.
"WorkshoponComplexSystemsinTimeSeries.
LondonSchoolofEconomics.
London,England.
December,2015.
"Statisticalanalysisofnetworkdataobjects,withapplicationsinfunctionalneuroimaging.
"AnnualJointStatisticalMeetings.
Seattle,WA.
August,2015.
"Inferenceofnetworksummarystatisticsthroughnetworkdenoising.
"AnnualMeetingoftheInstituteofMathematicalStatistics.
Sydney,Australia.
July,2014.
"Onlineratings:Convergencetowardsapositiveperspective"IEEEInternationalConferenceonAcoustics,Speech,andSignalProcessing(ICASSP).
Florence,Italy.
May,2014.
"Modelingandpredictionoffinancialtime-series:shouldwenetwork"McGill/BellairsResearchWorkshoponFinancialDataModeling.
Barbados.
January,2014.
"Estimatingnetworkdegreedistributionsfromsamplednetworks:Aninverseproblem.
"WorkshoponSocialNetworkData:CollectionandAnalysis.
StatisticalandAppliedMathematicalSciencesInstitute(SAMSI).
RTP,NorthCarolina.
October,2013.
1/2/2018"Estimatingnetworkdegreedistributionsfromsamplednetworks:Aninverseproblem.
"WorldStatisticsCongress.
HongKong.
August,2013.
"Detectingperturbedbiologicalpathwaysthroughlatentnetworkmodelingofgeneexpression.
"AnnualJointStatisticalMeetings.
Montreal,Canada.
August,2013.
"Characterizingevolvingpatternsofcohesivenessinhigh-frequencydynamicnetworks.
"2NdWorkshoponIndustryandPracticesforForecasting.
Paris,France.
June,2013.
"Theeffectofnoiseanduncertaintyontheanalysisoflargenetworks.
"SIAMConferenceonComputationalScienceandEngineering.
Boston,MA.
March,2013.
"Multi-attributenetworksandtheimpactofpartialinformationoninferenceandcharacterization.
"ICSAAppliedStatisticsSymposium.
Boston,MA.
June,2012.
"Biologically-structuredLatentFactorModelsforIdenficationofCellularMechanismofAction.
"ENARInternationalBiometricSocietySpringMeeting.
Washington,D.
C.
April,2011.
"ImpactofMeasurementonNetworkInference:ExamplesfromSocial,Communication,andBiologicalNetworks.
"WorkshoponNetworkLinks:ConnectingSocial,Communication,andBiologicalNetworkAnalysis.
InstituteforMathematicsanditsApplications.
Minneapolis,MN.
February,2012.
"StatisticsandComplexNetworks:TheNextFrontier".
AnnualJointStatisticalMeetings.
Miami,Florida.
August,2011"Whatis`n'inNetworkModeling".
ICSAAppliedStatisticsSymposium.
NewYork,NewYork.
June,2011.
"ACompressedPCASubspaceMethodforAnomalyDetectioninHigh-dimensionalData.
"InternationalConferenceonStatisticsandSociety,RenminUniversity.
Beijing,China.
July,2010.
"DrugTargetsPrediction:FindingBiologicalNeedlesinaHaystackofNetworks.
"StatworksWorkshop,UniversityofBristol.
Bristol,England.
June,2010.
"(Anti)socialBehaviorinMaliciousInternetSourceIPs:CharacterisationandDetection.
"StatisticsofNetworksWorkshop,IsaacNewtonInstitute.
Cambridge,England.
June,2010.
"NetworkFilteringwithApplicationtoDrugTargetPrediction.
"FirstIMSAsia-PacificRimMeeting.
Seoul,Korea.
June,2009.
"Network-basedAuto-probitModelingforProteinFunctionPrediction.
"WorkshoponNetworkModeling:StatisticalAnalysisofNetworkDatainPractice.
Dublin,Ireland.
June,2009.
"NetworkFilteringwithApplicationtoDetectionofGeneDrugTargets.
"ENARInternationalBiometricSocietySpringMeeting.
SanAntonio,Texas.
March,2009.
"StatisticalMultiresolutionAnalysisofInternetTrafficonGraphs:GoodIdeaorWishfulThinking"WorkshoponMultiscaleRepresentation,AnalysisandModelingofInternetDataandMeasurements.
IPAM,UCLA,LosAngeles.
September,2008.
1/2/2018"Whole-NetworkMethodsforTrafficAnalysisandAnomalyDetection.
"MITACS/MASCOSJointWorkshoponFusion,Mining,andSecurityforNetworks.
McGillUniversity.
June,2008.
"DistributedSpatialAnomalyDetection.
"DIMACS/DyDAnWorkshoponInternetTomography.
RutgersUniversity.
May,2008.
"NetworkFiltering:Finding`Needles'inHaystacks.
"WorkshoponTheoreticalAspectsandModelsofLarge,ComplexandOpenInformationNetworks.
ISIFoundation,Turin,Italy.
November,2007.
"TopicsinNetworkMeasurementandInference.
"AFOSRWorkshoponComplexNetworks.
May,2007.
"NetworkKriging.
"AnnualJointStatisticalMeetings.
SaltLakeCity,Utah.
August,2007.
"ImprovingRDMThroughNetworkSparseness:It'snotascomplexasitseems.
"AFOSRWorkshoponRobustDecisionMaking.
February2007.
"Multiscale,MultigranularImageSegmentation.
"IS&T/SPIE19thAnnualSymposiumonElectronicImaging.
SanJose,California.
January,2007.
"Multiscale,MultigranularStatisticalImageSegmentation.
"GraybillConference.
FortCollins,Colorado.
June,2006.
"NetworkKriging.
"NetworkScienceConference.
Bloomington,Indiana.
May,2006.
"Path-basedSamplingandInferenceintheInternet:ImplicationsofNetworkStructure.
"ClassificationSocietyofNorthAmerica2006MeetingonNetworkDataAnalysisandDataMining.
DIMACSCenter,RutgersUniversity.
May,2006.
"OnNetworkSamplingandInferenceofNetworkStructure:ACaseStudyUsingTracerouteandtheInternet.
"SAMSISatelliteWorkshoponDynamicNetworks.
CarnegieMellon,Pennsylvania.
April,2006.
"ImplicationsofPath-BasedSamplingintheInternet.
"NationalAcademiesofScience,Workshopon`StatisticsonNetworks'.
Washington,D.
C.
September,2005.
"Multiscale,MultigranularImageAnalysis.
"AnnualJointStatisticalMeetings.
Minneapolis,Minnesota.
August,2005.
"EfficientMonitoringofEnd-to-EndComputerNetworkTraffic.
"GraybillConference.
FortCollins,Colorado.
June,2005.
"EmpiricalAnalysisofStructureinComputerNetworkTrafficFlows".
36thSymposiumontheInterfaceofComputingandStatistics.
Baltimore,Maryland.
May2004.
"Multi-Scale`Spatial'AnalysisofComputerNetworkTrafficData.
"IEEEWorkshoponStatisticalSignalProcessing.
St.
Louis,Missouri.
September2003.
"Multi-Scale'Spatial'AnalysisofComputerTrafficDataonNetworkGraphs.
"AnnualJointStatisticalMeetings.
SanFrancisco,California.
August2003.
1/2/2018Commenton"Wavelet-basednonparametricmodelingofhierarchicalfunctionsincoloncarcinogenesis.
"Bestpapersession,JournaloftheAmericanStatisticalAssociation–Applications&CaseStudies.
AnnualJointStatisticalMeetings.
SanFrancisco,California.
August2003.
"Multiscale'Spatial'AnalysisofNetworkData:PuttingWaveletsonGraphs.
"35thSymposiumontheInterfaceofComputingandStatistics.
SaltLakeCity,Utah.
March2003.
"BayesianMultiscaleMethodsforPoissonCountData.
"StatisticalChallengesinModernAstronomyIII.
UniversityofPennsylvania.
July2001.
"AMultiresolutionAnalysisforLikelihoods:TheoryandMethods.
"WorkshoponNonlinearEstimationandClassification.
MathematicalSciencesResearchInstitute(MSRI),Berkeley,California.
March2001.
"Likelihood-basedMultiscaleModelsforSpatialData.
"AnnualNationalRadioScienceMeeting.
Boulder,Colorado.
January2001.
"MultiscaleStatisticalModelingofScaleEffects.
"FirstInternationalConferenceonGeographicInformationScience.
Savannah,Georgia.
October2000.
"SegmentationofAstronomicalTimeSeriesviaaBaysianMultiscaleFramework.
"AnnualJointStatisticalMeetings.
Indianapolis,Indiana.
August2000.
"BayesianMultiscaleAnalysisviaRecursivePartitioning.
"6thWorldMeetingoftheInternationalSocietyforBayesianAnalysis.
Heraklion,Crete.
June2000.
"MultiscaleModelsforHierarchicalAggregationofSpatialData.
"InternationalConferenceinHonorofProfessorC.
R.
Rao.
SanAntonio,Texas.
March2000.
"CapturingComplexScaleRelationshipsUsingHierarchies:SomeProblemsinAstronomyandGeography.
"AnnualMeetingoftheAmericanAssociationfortheAdvancementofScience(AAAS).
Washington,DC.
February2000.
"ABayesianMulti-ScaleApproachtoPoissonInverseProblems.
"AnnualJointStatisticalMeetings.
Baltimore,Maryland.
August1999.
"Partition-BasedMulti-ScaleModelsforPoissonData.
"15thAnnualNewEnglandStatisticsSymposium.
Stoors,Connecticut.
April1999.
"BayesianMulti-ScaleModelsforPoissonIntensityFunctions.
"AnnualJointStatisticalMeetings.
Dallas,Texas.
August1998.
"MethodsforAnalyzingCertainPoissonSignalsandImagesinAstronomy.
"The31stAsilomarConferenceonSignals,Systems,andComputers.
November1997.
"WaveletShrinkageEstimationofPoissonIntensitiesUsingCorrectedThresholds,withApplicationstoAstronomicalSignalsandImages.
"InternationalWorkshoponWaveletsinStatistics,DukeUniversity.
October1997.
"AnalysisofBATSEDataUsingtheHaarTransformandPoissonNoiseCharacteristics.
"ConvergingComputingMethodologiesinAstronomyConference.
Sonthofen,Germany.
September1997.
1/2/2018"WaveletShrinkageforTomographicImageReconstruction.
"40thAnniversaryMeetingoftheSocietyforIndustrialandAppliedMathematics(SIAM).
Stanford,California.
July1997.
"WaveletMethodsforEstimatingtheIntensityProfilesforAstronomicalGamma-RayBursts.
"RegionalMeetingoftheAmericanMathematicalSociety,Detroit,Michigan.
May1997.
"AdaptiveBayesianWaveletShrinkage.
"AnnualJointStatisticalMeeting.
Chicago,Illinois.
August1996.
"WaveletShrinkageDe-Noising:VariationsonaTheme.
"AnnualSRCOSMeeting.
Bismark,Arkansas.
June1996.
"WaveletShrinkageinTomography.
"26thConferenceontheInterfaceofStatisticsandComputing.
Rayleigh,NorthCarolina.
June1994.
TutorialsandShortCourses"StatisticalAnalysisofNetworkData.
"Two-daylecturefortheBernoulliSociety'sSemStatseries.
(WithaccompanyingKolaczyk(2017)Cambridgemonograph.
)Eindhoven,Netherlands.
March,2017.
"StatisticalAnalysisofNetworkData.
"AnnualJointStatisticalMeetings.
Chicago,IL.
August,2016.
[Half-dayshortcourse.
]"StatisticalAnalysisofNetworkData.
"SummerSchool2016,EastChinaNormalUniversity.
Shanghai,China.
July,2016.
[Three-dayshortcourse.
]"StatisticalAnalysisofNetworkData.
"AnnualEasternNorthAmericanRegion(ENAR)meetingoftheInternationalBiometricSociety.
Austin,Texas.
March,2016.
[One-dayshortcourse.
]"IntroductiontoStatisticalNetworkAnalysis.
"EuropeanCoursesinAdvancedStatistics(ECAS)CourseonStatisticalAnalysisofNetworkData.
Herrsching,Germany.
October,2015.
[Two-dayseriesoflectures.
]"SelectTopicsinStatisticsforComplexNetworks.
"InternationalSchoolandConferenceonNetworkScience(NetSci)2015.
Zaragoza,Spain.
June,2015.
[One-dayoflectures.
]"StatisticalAnalysisofNetworkData.
"WorkshoponStatisticalandComputationalChallengesinNetworksandCybersecurity.
CentredeRecherchesMathematiques,UniversitedeMontreal.
Montreal,Canada.
May,2015.
[Two-dayshortcourse.
]"StatisticalAnalysisofNetworkData.
"STOR-iMasterClass.
Lancaster,England.
March,2015.
[Three-dayshortcourse.
]"AWhirl-windTourofStatisticalAnalysisofNetworkData.
"ProgramonStatisticalInference,Learning,andModelsforBigData.
FieldsInstitute,Canada.
January,2015.
[One-hourlecture.
]"StatisticalAnalysisofNetworkData.
"WinterSchoolonNetworksinEconomicsandFinance.
Louvain-La-Neuve,Belgium.
December,2014.
[Seriesofsixlectures.
]1/2/2018"StatisticsforComplexNetworks.
"LesHouchesSchoolonComplexNetworks.
LesHouches,France.
April,2014.
[Seriesoffourlectures.
]"StatisticalAnalysisofNetworkData.
"StatsinParisWorkshop:StatisticsandEconomicsofNetworks.
Paris,France.
November,2013.
[Two-dayshortcourse.
]"StatisticalAnalysisofNetworkData".
USCenterforDiseaseControlSymposiumonStatisticalMethods.
May,2011.
[One-dayshortcourse.
]"StatisticalAnalysisofNetworkData".
CentreforComplexityScience,UniversityofWarwick,England.
May,2011.
[Two-dayshort-course.
]"StatisticalAnalysisofNetworkData".
ProgramonComplexNetworks,OpeningWorkshop.
StatisticalandAppliedMathematicalSciencesInstitute(SAMSI).
RTP,NorthCarolina.
August,2010.
[Overviewlecture.
]"StatisticalAnalysisofNetworkData".
InstitutdeStatistique,l'UniversitéCatholiquedeLouvain,Belgium.
Sept/Oct2009.
[Two-weekshort-course.
]"SamplingNetworksandtheInferenceofNetworkCharacteristics.
"NetworkScienceWorkshop.
Bloomington,Indiana.
May,2006.
[One-hourlecture.
]SelectedResearchSeminars"StatisticalAnalysisofNetworkDataintheContextof`BigData':LargeNetworksandManyNetworks.
"DepartmentofMathematics,NorthwesternUniversity.
May,2017.
"EstimatingNetworkDegreeDistributionsUnderSampling:AnInverseProblem,withApplicationtoMonitoringSocialMediaNetworks.
"DepartmentofEconomics,UniversityofMaryland.
March,2017.
"Network-basedStatisticalModelsandMethodsforIdentifcationofCellularMechanismsofAction.
"DepartmentofStatistics,OxfordUniversity.
December,2016.
"EstimatingNetworkDegreeDistributionsfromSampledNetworks:AnInverseProblem".
Probability&StatisticsSeminar,SchoolofMathematics,BristolUniversity.
December,2016"StatisticalAnalysisofNetworkDataintheContextof'BigData':LargeNetworksandManyNetworks".
CenterforStatisticsandMachineLearning,PrincetonUniversity.
April2016.
"EstimatingNetworkDegreeDistributionsfromSampledNetworks:AnInverseProblem.
"DepartmentofStatistics,NorthCarolinaStateUniversity.
April,2016.
"Network-basedStatisticalModelsandMethodsforIdentifcationofCellularMechanismsofAction.
"TheodoreL.
BadgerLecturesinNetworkMedicine.
ChanningDivisionofNetworkMedicine,BrighamandWomen'sHospital.
Boston,MA.
September,2015.
"StatisticalAnalysisofNetworkDataintheContextof`BigData':LargeNetworksandManyNetworks.
"BigDataInitiativeSeminarSeries.
LondonSchoolofEconomics(LSE),London.
March,2015.
"StatisticalAnalysisofNetworkData:(Re)visitingtheFoundations.
"DepartmentofStatistics,UniversityofChicago.
October,2014.
"StatisticalAnalysisofNetworkData:(Re)visitingtheFoundations.
LaboratoryforInformationandDecisionSciences(LIDS),MIT.
September,2014.
1/2/2018"ACompressedPCA-subspaceMethodsforAnomalyDetectioninHigh-DimensionalData.
"ImageProcessingSeminar,UniversityofHeidelberg.
March,2014.
"StatisticalAnalysisofNetworkData.
"CentreforStatistics,GottingenUniversity.
March,2014.
"EstimatingNetworkDegreeDistributionsfromSampledNetworks:AnInverseProblem.
UniversitédesArtesetMetier,Paris.
November,2013.
"EstimatingNetworkDegreeDistributionsfromSampledNetworks:AnInverseProblem.
DepartmentofStatistics,UniversityofGeorgia.
September,2013.
"Network-basedStatisticalModelsandMethodsforIdentificationofCellularMechanismsofAction.
"DepartmentofStatistics,UniversityofCalifornia-Davis.
March,2013.
"Network-basedStatisticalModelsandMethodsforIdentificationofCellularMechanismsofAction.
"AdvancedNetworksColloqium,UniversityofMaryland.
April,2012.
"StatisticalAnalysisofNetworkData.
"DTCScienceandTechnologyInnovatorsSeries,UniversityofMinnesota.
February,2012.
"Network-basedStatisticalModelsandMethodsforIdentificationofCellularMechanismsofAction.
"DepartmentofBiostatistics&Bioinformatics.
EmoryUniversity.
February,2012.
"Multi-AttributeNetworksandtheImpactofPartialInformationonInferenceandCharacterization.
"MachineLearningSeminar,l'UniversiteCatholiqueLouvain.
Louvain-la-Neuve,Belgium.
November,2011.
"Multi-AttributeNetworksandtheImpactofPartialInformationonInferenceandCharacterization.
"AgroParisTech.
Paris,France.
November,2011.
"ACompressedPCA-subspaceMethodforAnomalyDetectioninHigh-DimensionalData.
"SéminaireParisiendeStatistique,l'UniversitedeParisVII.
Paris,France.
November,2011.
"SomeResultsonAsymptoticsforInferenceinNetworks.
"SeminairedeStatistique,EcoleNationaledelaStatistiqueetdel'AdminstrationEconomique(ENSAE).
Paris,France.
October,2011.
"SomeResultsonAsymptoticsforInferenceinNetworks.
"SeminaireSSB,l'Universited'Evry,France.
September,2011.
"Drugtargetprediction:findingbiologicalneedlesinahaystackofnetworks.
"ProbabilitySeminar,CornellUniversity.
May,2010.
"Drugtargetprediction:Findingbiologicalneedlesinahaystackofnetworks.
"SeminarinComputationalandAppliedMathematics,NotreDameUniversity.
April,2010.
"Predictinggenetargetsofperturbationsvianetwork-basedfilteringofmRNAexpressioncompendia.
"CenterforSystemsBiology,DukeUniversity.
March,2010.
"Network-basedauto-probitmodelingwithapplicationtoproteinfunctionprediction.
"SternSchoolofBusiness,NewYorkUniversity.
March,2010.
"Drugtargetprediction:Findingbiologicalneedlesinahaystackofnetworks.
"DepartmentofStatistics,ColumbiaUniversity.
March,2010.
1/2/2018"NetworkFiltering.
"HarvardUniversitySchoolofPublicHealth,SeminaronHigh-DimensionalDataAnalysis.
December,2009.
"MultiscaleStatisticalModelingforPoissonSignalandImageData.
"RoyalObservatoryofBelgium.
Brussels,Belgium.
October,2009.
"NetworkFiltering.
"CenterforStatisticalSciences,BrownUniversity.
September,2008.
"NetworkKriging.
"DepartmentofStatistics,YaleUniversity.
April,2007.
"NetworkKriging".
CRM-ISM-GERADColloquiuminStatistics,UniversityofMontreal,Quebec,CA.
November,2005.
"EfficientEstimationofEnd-To-EndNetworkProperties.
"SeminarSeries,DepartmentofElectricalandComputerEngineering,UniversityofWisconsin-Madison.
March,2005.
"StatisticalMethodsforMonitoringEnd-to-EndComputerNetworkTraffic.
"SeminaronComplexNetworks.
EcoleNationaleSuperieure.
Paris,France.
November,2004.
"Multiscale,MultigranularStatisticalImageSegmentation.
"DepartmentofStatistics,UniversiteJosephFourier.
Grenoble,France.
November,2004.
"EfficientMonitoringofEnd-to-EndNetworkTraffic.
"NetworkandPerformanceGroup,UniversitedeParisVI.
Paris,France.
November,2004.
"Multiscale,MultigranularStatisticalImageSegmentation.
"StatisticsandProbabilitySeminar,UniversitedeParisVII.
Paris,France.
October,2004.
"AMultiscaleFrameworkforDiseaseMapping.
"DepartmentofBiostatistics,YaleUniversity.
April,2004.
"OntheDistanceBetweenNetworkLinksanditsRelationtoCovarianceinNetworkTomography.
"DepartmentofStatistics,RutgersUniversity.
November,2003.
"PredictionofTrafficonUn-MeasuredLinks:NetworkKriging.
"SprintAdvancedTechnologyLaboratory,Burlingame,CA.
August,2003.
"MultiscaleProbabilityModels--BlendingWavelets,RecursivePartitioning,andGraphicalModels.
"DepartmentofMathematicsandStatistics,UniversityofMassachusetts-Amherst.
April2002.
"MultiscaleProbabilityModels--BlendingWavelets,RecursivePartitioning,andGraphicalModels.
"StochasticSystemsGroup,LaboratoryforInformationandDecisionSciences,MassachusettsInstituteofTechnology.
February2002.
"MultiscaleProbabilityModels--BlendingWavelets,RecursivePartitioning,andGraphicalModels.
"ARIANAResearchGroup,INRIA.
Sophia-Antipolis,France.
June,2001.
"AMultiresolutionAnalysisforLikelihoods:BlendingWavelets,Partitioning,andGraphicalModels.
''L'InstitutHenriPoincaré.
Paris,France.
May,2001.
1/2/2018"AMultiresolutionAnalysisforLikelihoods.
"DepartmentofElectricalandComputerEngineering,RiceUniversity.
February,2001.
"AMultiresolutionAnalysisforLikelihoods.
"DepartmentofMathematicsandStatistics,UniversityofMontreal.
November,2000.
"AClassofBayesianMultiscaleModelsforSpatialData.
"BayesianMethodologyWorkingGroupSeminar,DepartmentofBiostatistics,HarvardSchoolofPublicHealth.
September,2000.
"AMultiscaleStatisticalFrameworkforDeconvolutionofPoissonData.
"Harvard-SmithsonianCenterforAstrophysics.
June2000.
"EstimationinPoissoninverseproblemsviaaBayesianmultiscaleframework.
"DepartmentofBiostatistics,HarvardUniversity.
December1999.
"EstimationinPoissoninverseproblemsviaaBayesianmultiscaleframework.
"DepartmentofBiostatistics,ColumbiaUniversity.
October1999.
RESEARCHADVISINGPostdoctoralStudents(Currentemployment,whenknown)DanielAhelegbey,2015–2017.
Visitingfaculty,UniversityofPavia.
JulianeManitz,2015–2016.
ApratimGanguly,2014–2015,QuantitativeAnalyst,Google.
YunLi,2012-2013.
DataScientist,PubMaticCedricGinestet,2012–2014,Lecturer,KingsCollegeLondonPrakashBalachandran,2012–2014,VicePresident,MorganStanleyNatalliaKatenka,2009–2012,Asst.
Prof.
,Dept.
ofComputerScience&Statistics,URIDavidGold,2007–2008,Asc.
Dir.
,Discovery&TranslationalBiostatistics,Bristol-MyersSquibbPhDStudents,PrimaryAdvisor(Currentemployment,whenknown)JunLi,CurrentPh.
D.
student,Statistics[ScheduledtostartatGoogleinAugust,2018.
]XinyuKang,CurrentPh.
D.
student,StatisticsHeatherShappell,Ph.
D.
2017,Biostatistics.
Postdoc.
,Dept.
ofBiostatistics,JohnsHopkinsAlexsandrinaGoeva,Ph.
D.
2017,Statistics.
Postdoc.
,BroadInstitute,MIT/HarvardPaulaGriffin,Ph.
D.
2015,Biostatistics.
ProductManager,QuoraYaonanZhang,Ph.
D.
2015,Statistics.
QuantitativeResearcher,StateStreetAssociatesWestonViles,Ph.
D.
2013,Statistics.
Postdoc.
,Dept.
ofBiomedicalDataScience,DartmouthLisaPham,Ph.
D.
2013,Bioinformatics.
DirectorofDataScience,CapellaBiosciencesQiDing,Ph.
D.
2011,Statistics.
VicePresident,RiskManager,JPMorganChaseShuYang,Ph.
D.
2011,Statistics.
SeniorBiostatistician,Novartis.
ElissaCosgrove,Ph.
D.
2010,BiomedicalEngineering.
BioinformaticsResearchAssociate,CornellXiaoyuJiang,Ph.
D.
2009,Statistics.
AssociateDirector,Biostatistics,BiogenJianingDi,Ph.
D.
2008,Statistics.
HeadofStatistics&DecisionSciences(China),JanssenPharma.
YingchunZhou,Ph.
D.
2007,Statistics.
Assoc.
Prof.
,SchoolofStatistics,EastChinaNormalUniv.
DavidChua,Ph.
D.
2006,Statistics.
VicePresident,BlackRockHongKongMaryLouie,Ph.
D.
2003,Statistics.
VicePresident,NewYorkLifeInsuranceCompanyCarlosMorales,Ph.
D.
2002,Statistics.
QuantitativeAnalyst,GMOLLC1/2/2018PhDStudents,SecondaryAdvisor(Currentemployment,whenknown)DanielPosner,CurrentPh.
D.
student,BiostatisticsAdrianHeilbut,Ph.
D.
2016,Bioinformatics.
DataScientist,Kallyope,Inc.
ShileZhang,Ph.
D.
2015,Bioinformatics.
BioinformaticsScientist,IlluminaChenLu,Ph.
D.
2013,Biostatistics.
BiostatisticsManager,AmgenMing-huiChen,Ph.
D.
2007,Statistics.
ResearchAssociate,Neuroscience,BostonUniversityAnukoolLakhina,Ph.
D.
2006,ComputerScience.
FounderandCEO,GuavasJunchangJu,Ph.
D.
2004,Geography.
RemoteSensingScientist,NASAGoddardWeiguoLiu,Ph.
D.
2001,Geography.
Dir.
ofDataScience,CVSHealthDoctoralThesisCommitteesDelaramMontamedvaziri,Ph.
D.
2014,ElectricalandComputerEngineeringJingQian,Ph.
D.
2014,ElectricalandComputerEngineeringLisaChristadore,Ph.
D.
2012,Biochemistry.
ManqiZhao,Ph.
D.
2011,ElectricalandComputerEngineering.
ManwayLiu,Ph.
D.
2010,BiomedicalEngineering.
NaiokiNariai,Ph.
D.
2010,Bioinformatics.
BorisHayete,Ph.
D.
2007,Bioinformatics.
ExternalExaminingCommitteesJean-BenoistLeger,Ph.
D.
2014.
AgroParisTech.
AntoinneChannarond,Ph.
D.
2013.
UniversitéParisSudClemenceMagnien,Habilitation(HDR),2010.
MasterThesesVadimKutsyy,M.
S.
1996,Statistics.
HeadofDataStrategy&Stewardship,PayPalUndergraduateSeniorHonorsThesesAlokPattani,B.
A.
/M.
A.
2008,Mathematics.
QuantitativeAnalyst,Google.
TEACHINGCoursesTaughtBostonUniversityLowerUndergraduate:ArtandScienceofQuantitativeReasoning(Fall'09,'10,'12,'13;Spring'09–'11,'13,'14)BasicStatisticsandProbability(Spr'99)ElementaryProbability(Spr'00)UpperUndergraduate/MastersMethodsofScientificComputing(Fall'99–'02)LinearModels(Fall'06–'08,'12,'14)1/2/2018IntroductiontoProbability(Fall'03)IntroductiontoStochasticProcesses(Spring'99–'04,'06)SamplingDesign(Fall'98)MastersStatisticsPracticum(Fall/Spring'15–'17)DoctoralTheoreticalStatistics(Spring'13,'14)StatisticalLearning(Spring'08,'10)StatisticalAnalysisofNetworkData(Fall'05;Spring'11,'13,'15)ENSAE,ParisMastersStatisticalAnalysisofNetworkDatawithApplicationsinMarketing.
(Fall'11–'15;Spring'17)HarvardUniversityUpperUndergraduate/MastersRegressionAnalysisandModeling(Spring'98)DoctoralWaveletandMultiscaleMethodsforStatisticalEstimation(Fall'97)StatisticsforNetworkScience(Spring'05)TheUniversityofChicagoLowerUndergraduateQuantitativeReasoning(Winter'95–'97)StatisticalMethodsandTheirApplications(Spring'95)LinearModelsandExperimentalDesign(Spring'96,'97)DoctoralSpectralandTime-FrequencyMethods(Fall'94,'95)StatisticalConsulting(Fall/Winter/Spring'94–'97)StanfordUniversityLowerUndergraduateIntroductiontoStatisticalMethodsforSocialScientists.
(Winter'94)InnovationsinTeachingThecourse"QuantitativeReasoning,"attheUniversityofChicago,wasdevelopedforstudentsconcentratingintheliberalarts.
Ratherthanlecturing,classeswereruninthetraditionalroundtable/discussionstylecommoninthehumanitiesandsocialsciences,basedonselectreadingsaboutmathematicsandstatistics,coveringspecificinter-relatedtopicsfromdeterministicsystemstostochasticsystemstosampling,estimation/testing,andthequantificationofuncertainty.
Thecourse"ArtandScienceofQuantitativeReasoning,"atBostonUniversity,wassimilarlydevelopedforstudentsconcentratingintheliberalarts,butwasteam-taughtwithafacultycolleaguefromeachofcomputerscience,mathematics,andsystems.
Theunifyingconceptinthecoursewasthepowerofabstractioninquantitativereasoning.
Responsibleforintroducingprobabilityandstatisticsinthecourse,Iusedacombinationoftraditionaland`flipped'classroomtechniquesto1/2/2018bothdevelopthesetopicsinandofthemselvesandillustratetheirtiestotheothercomponentsofthecourse.
The"StatisticsPracticum"isatwo-semestercoursethatliesattheheartofthenewM.
S.
inStatisticalPracticeprogramatBostonUniversity.
Halfpedagogyandhalfstatisticalconsulting,thecourseusesjust-in-timeprinciplesandalargely`flipped'classroomenvironment,withacollaborativegroup-basedorganizationalstructure,toguidestudentstowardsaholisticunderstanding–groundedinpractice--ofhowconceptual,methodological,andcomputationalaspectscometogetherforastatisticiantobeoptimallyeffectiveinthemoderneraofdatascience.
ThecoursestaughtonthestatisticalanalysisofnetworkdataatBostonUniversity,ENSAE,andHarvardoverthepastdecaderepresentsomeoftheearliestandlongestrunningexamplesofacoursewithastatistics-centricfocusonnetworkscience.
Continuallymodified,asafunctionofbothtimeandaudience,thesecoursesfacilitatedthewritingofand,inturn,havebeensupportedbymythreebooksinthisarea.
BoththebooksandvariousofthecoursematerialsareusedbycolleaguesatuniversitiesacrosstheU.
S.
andEurope.
PROFESSIONALACTIVITIESKeyLeadershipPositionsandOutcomesDirector,PrograminStatistics,BostonUniversity.
LedallprogrammaticaspectsoftheprimaryacademicunitresponsibleforstatisticsatBostonUniversity.
HousedwithintheDepartmentofMathematics&Statistics,weofferminors,major,MA,MS,andPhDdegreesinstatisticsthroughthePrograminStatistics.
Keyaccomplishmentsinclude:(i)acompletereviewandoverhauloftheentirecurriculum(fromminorthroughPhD)overaten-yearperiodcovering2002-2012,andongoingevolutioneversince;(ii)roughly30%growthinrecruitmentandhiringoffaculty,postdocs,andgraduatestudentsduringthissameperiod;(iii)thedevelopmentofanewandinnovativeMSinStatisticalPractice(MSSP)degreein2015;(iv)thesimultaneouslaunchofanintegratedstatisticalconsultingservicefortheBostonUniversitycommunity(MSSPConsulting);and,currently,(iv)anongoingmulti-levelclusterhiringinitiativeinstatistics,aimedatrecruiting~5-6newfacultytoourdepartmentover3years.
(Presently3ofthesefacultylineshavebeenfilled,oneeachatassistant,associate,andfullprofessorlevels.
)FoundingDirector,M.
S.
inStatisticalPracticeprogram,BostonUniversity.
Thisnewdegreeprogramwaslaunchedasadepartment-levelresponsetothecurrentandemergingneedsindatascience.
Runinacohort-basedstyle,thegoalistoproduceholisticallytrainedstatisticiansin2-3semesters.
Adaptivelearningandcollaborative,group-basedorganizationisusedheavilythroughouttheprogram.
Keyaspectsofmyroleinthisprogramincludethefollowing:(i)ledthedesign,proposal,anddevelopmentoftheprogramsinceinceptionin2015;(ii)developedandledtheStatisticsPracticumcoursesequencecentraltotheprogram(seeInnovationsinTeachingabove);(iii)simultaneouslylaunchedanintegratedstatisticalconsultingservicefortheBostonUniversitycommunity(MSSPConsulting),withacombinationofM.
S.
students,PhDstudentmentors,andMSSPprogramfacultyprovidingmulti-tieredservicetoroughly70clients/year;and(iv)grewtheprogramfrom5to40studentsin3years.
(Currentlygenerating~$2M/yearinnewtuitionrevenue.
)1/2/2018Leader,ProgramonComplexNetworks,SAMSI.
Ledthedevelopmentandexecutionofayear-longprogramoncomplexnetworksattheprimaryNSF-fundedresearchinstituteinstatisticsandappliedmathematics.
Coordinatedwithlocalmanagementandascientificadvisorycommittee,overthecourseofthe2010-2011academicyear,toenable(i)sixmulti-dayworkshops,(ii)fiveresearchworkinggroups,and(iii)oneco-taughtcourse,focusedparticularlyonthemesinnetworkmodelingandinference,dynamicsofandonnetworks,andnetworkflows.
Activelyintegratingparticipantsfromstatistics,appliedmathematicsandprobability,signalprocessing,andstatisticalphysics,thisprogramsettherecordforparticipationamongallSAMSIprogramsintheInstitute'sfirst10years.
Co-chair,DataScienceEducationRoundtable,U.
S.
NationalAcademiesofSciences.
Thisgroupofapproximately30representativesfromacademicdatascienceprograms,fundingagencies,professionalsocieties,foundations,andindustryischargedwithassemblingtodiscussthecommunity'sneeds,bestpractices,andwaystomoveforwardonthetaskofpreparinglargenumbersofprofessionalstohelprealizethepotentialofdatascience.
Sponsoredbyavarietyofstakeholders,inadditiontotheU.
S.
NationalAcademies,includingtheNIH,ACM,andASA,theroundtableconvenesfourtimesperyear.
NowstartingYear2ofathree-yearcommitment,Ihavetodateledthisroundtableinthefollowingways:(i)inplanningandconveningtheregularmeetings,eachopentothepublic(in-personorviaweb-cast)andadvertisedtothebroaderdatasciencecommunity;(ii)inconductingoutreachtointegrateoureffortswithparalleleffortsinothercommunitiesandcountries;and(iii)incoordinatingtheinitialstagesofacollectionofworkinggroupsamongroundtablememberstoproduceadditionalproductsfordissemination(e.
g.
,expositorypublications,opinionpieces,etc.
).
ProfessionalServiceServicetoProfessionalSocietiesMember,2017–present.
ManagementCommittee,AstrostatisticsSpecialInterestGroup,InternationalStatisticalInstitute(ISI).
Member,2017–present.
Council,NewEnglandStatisticalSociety(NESS).
Co-Chair,2016–present.
DataScienceEducationRoundtable,CommitteeonAppliedandTheoreticalStatistics,U.
S.
NationalAcademiesofSciences,Engineering,andMedicine(NAS).
Member,2014–present.
LingziLuAwardCommittee,AmericanStatisticalAssociation(ASA).
ConferencesandWorkshopsTechnicalCommittee,Co-Chair.
2018IEEEDataScienceWorkshop.
TechnicalCommittee,Member.
NetSci2018Conference.
Co-organizer.
2018WorkshoponComplexTimeSeriesModellingandForecasting:DynamicNetworks,Spatio-temporalData,andFunctionalProcesses.
TsinghuaSanyaInternationalMathematicsForum(TSIMF),China.
Co-organizer.
2014WorkshoponRevisingtheFoundationsofStatisticsintheEraofBigData:ScalingUptoMeettheChallenge.
BostonUniversity.
1/2/2018ProgramCommittee.
2014GraceHopperCelebrationofWomeninComputingConferenceCo-Organizer.
2012NewEnglandStatisticsSymposium(NESS)Co-Organizer.
2011WorkshoponLargeGraphs:Modeling,AlgorithmsandApplications.
InstituteforMathematicsanditsApplications(IMA).
ProgramLeader,2010-11ProgramonComplexNetworks,StatisticalandAppliedMathematicalSciencesInstitute(SAMSI).
ProgramCommittee.
IMSSectionCo-Chair,2008JointStatisticalMeetings(JSM).
TechnicalCommittee.
2003IEEEWorkshoponStatisticalSignalProcessing.
Inaddition,Ihaveorganizedvariousindividualresearchsessionsatdifferentconferencesandworkshopsovertheyears,includingfortheAnnualMeetingoftheAmericanAssociationfortheAdvancementofScience(AAAS),theJointStatisticalMeetings(JSM),andSIAM.
FundingPanelsNSFPanelist,2017.
MathematicalSciences.
NIHPanelist,2015.
ModelingofSocialBehavior.
NSFPanelist,2014.
NationalResearchTraineeshipProgram.
NSFPanelist,2010.
MathematicalBiology.
NSFPanelist,2004.
MathematicalSciences/Astronomy.
NIHPanelist,2001.
NIAAABiosensorWorkshop.
ExternalAcademicProgramReviewCommitteesMember,2015.
FortheAppliedandComputationalMathematicsandStatisticsDepartment,UniversityofNotreDame.
Member,2015.
FortheDepartmentofMathematicalandStatisticalSciences,UniversityofColoradoDenver.
ReviewerReviewerforgrantproposalssubmittedtovariousagenciesovertheyears,including:theCanadianNSERC;theNetherlandsNWO;theSwissNSF;theUKEPSRC;andtheUSAFOSR,ARO,NIH,NSA,andNSF.
Reviewerformanuscriptssubmittedtovariousjournalsandconferencesovertheyears,including:WithinStatistics:AISTATS,AnnalsofAppliedStatistics,AnnalsoftheInstituteofMathematicalStatistics,AnnalsofStatistics,Bernoulli,Biometrika,ComputationalStatisticsandDataAnalysis,EnvironmentalandEcologicalStatistics,JournaloftheAmericanStatisticalAssociation,JournalofComputationalandGraphicalStatistics,JournalofNonparametricStatistics,JournaloftheRoyalStatisticalSociety,JournalofStatisticalPlanningandInference,ProbabilityTheoryandRelatedFields,Sankhya,ScandanavianJournalofStatistics,StatisticaSinica,StatisticsinMedicine,andTest.
1/2/2018OutsideofStatistics:AppliedEconometrics,AstronomyandAstrophysics,TheAstrophysicalJournal,Bioinformatics,BMCBioinformatics,EuropeanPhysicalJournal,GeographicalAnalysis,IEEESignalProcessingLetters,IEEETransactionsonGeoscienceandRemoteSensing,IEEETransactionsonImageProcessing,IEEETransactionsonInformationTheory,IEEETransactionsonMedicalImaging,IEEETransactionsonSignalProcessing,InternationalJournalofGeographicalInformationSystems,JournalofEconometrics,JournalofMicroscopy,Nature,NIPS,PLoSONE,ProceedingsoftheNationalAcademyofSciences,Science,SIAMJournalonImaging,andSocialNetworks.
Note:PleaseseeEditorialResponsibilitiesforasummaryofeditorialservicesprovidedtodate.
StatisticalConsultantConsultant,2016.
StanfordTeamforNSASAGMathematical/StatisticalProblemsProjectStatisticalAdvisor,2016.
BUOfficeoftheGeneralCounselExternalAdvisor,2015–present.
RiffynDepartmentalandUniversityServiceIhaveservedonavarietyofcommitteesatthedepartmental,college,anduniversitylevelsthroughoutmycareer.
BelowisasummarylistofthemostprominentrolesinwhichIhaveservedwhileatBostonUniversity.
Additionaldetailsareavailableuponrequest.
DepartmentalFoundingDirector,MSinStatisticalPractice(MSSP)Program,2015–present.
Director,PrograminStatistics,2002–present.
Inaddition,asdirectorofthePrograminStatistics,Ihavebeenaregularandcentralmemberforwelloveradecadeonthefollowingdepartmentalcommittees:(i)undergraduateandgraduatecommittees;(ii)facultysearchcommitteesinstatisticsandprobability;(iii)departmentalplanningcommittees;and(iv)thedepartmentalexecutivecommittee.
UniversityMember,President'sCommitteeonTransdisciplinaryEpidemiology&Genomics(2017–present)Member,Provost'sSteeringCommittee,DataScienceHiringInitiative(2014–present)Member,StatisticsSearchCommittee,SchoolofEducation(2013-14)Member,Provost'sCouncilonEducationalTechnology&Instruction(2012-13)Chair,CurriculumCommittee,BioinformaticsProgram(2010-11;2012-13)Member,CoreCurriculumCommittee,CollegeofArts&Sciences(2010-2011)Member,CoordinatingCommitteeforHiringinIntegrativeBiology(2009–10)Member,ManagementCommittee,CenterforInformationandSystemsEngineering(2008-11)Member,SteeringCommittee,NSFIGERTforGraduateTraininginBioinformatics(2008–10)Member,Provost'sCurriculumCommitteeonIntegrativeBiology(2008-2009)