Machine Learning at MIT

We are a highly active group of researchers working on all aspects of machine learning. Our interests span theoretical foundations, optimization algorithms, and ... Togglenavigation Home Research People Events News Classes Links About Mailinglist:MITML Mailinglist:MLTea Conferences&Workshops SystemsthatLearn Contact MachineLearningGroup WelcometotheMachineLearningGroup(MLG).Weareahighlyactivegroupofresearchersworkingonallaspectsofmachinelearning.Ourinterestsspantheoreticalfoundations,optimizationalgorithms,andavarietyofapplications(vision,speech,healthcare,materialsscience,NLP,biology,amongothers). NEWS Dec2018  StefanieJegelkaandSuvritSraholdingaNIPS2018TutorialonNegativeDependenceandStablePolynomialsinMachineLearning Apr092018  CongratstoProfBroderickforwinningaGoogleResearchAward! Apr072018  CongratstoZeldaMarietforwinningaGoogleResearchFellowship! Mar212018  CongratstoProfBroderickforwinninganNSF-CAREERaward! Feb2018  CongratstoProfSraforwinninganAmazonResearchAward! Feb152018  CongratstoProfBroderickandProfJegelkaforwinningthe2018SloanResearchFellowship! Jan2018  ProfBroderickwinstheAROYIPaward--congrats! Dec2017 ProfJegelka's(joint)workanswersCancomputershelpussynthesizenewmaterials? Sep2017  Prof.StefanieJegelkareceivesaDARPA2017YoungFacultyAward(YFA).Congrats! NIPS17 9papersfromMLG+14morefromwiderMLGacceptedatNIPS--congrats!(thereare~20additionalMLpapers@NIPSfromauthorswithMITaffiliations.) NIPS17 S.Jegelkaco-organizingDiscreteStructuresinMachineLearningWorkshopatNIPS2017 NIPS17 T.Broderickco-organizingAdvancesinApproximateBayesianInferenceWorkshopatNIPS2017 NIPS17 S.Sraco-organizingOPT2017,the10thOptimizationforMachineLearningworkshopatNIPS2017 Sep2017 WelcomenewMLstudents! July10-15 SuvritSralecturingatthePKUAppliedMathSummerSchool(Beijing,China),onOptimizationforMachineLearning:ConvexandNonconvex Aug24 StefanieJegelkaholdingabootcamplectureattheSimonsInstitute,BerkeleyonContinuousmethodsforDiscreteOptimization Jun27 StefanieJegelkalecturingattheMachineLearningSummerSchool(MLSS),Tübingen,Germany,onSubmodularityinML Jun26,27 SuvritSralecturingattheMachineLearningSummerSchool(MLSS),Tübingen,Germany,onOptimizationforML 13May 9ICML2017PapersbyMLG.Congrats! 06Apr BostonGlobefeatures6.036:IntroductiontoMachineLearning(featuringTommiJaakkolaandReginaBarzilay) 20Jun  T.Broderickco-organizingStatisticalInferenceforNetworkModelsSymposiumatNetSci2017 Feb'17  Prof.TamaraBroderickreceivesaGoogleFacultyResearchaward.Congrats! Jan'17  Prof.TamaraBroderickholdingaSimonsInstituteTutorialonNonparametericBayesianMethodsinML. Jan'17  Prof.StefanieJegelkaholdingaSimonsInstituteTutorialon SubmodularityinMachineLearning:TheoryandApplications. Fall'16  WelcomenewMLgraduatestudents! Dec'16  SuvritSraholdingaNIPSTutorial(withF.Bach) Dec'16 MLGmembersorganizing4NIPSworkshops:[1];[2];[3];[4] Aug'16   18papersacceptedtoNIPS2016.Congrats! May'16   8papersacceptedtoICML2016.Congrats!