现在的位置: 首页 > 西方诗歌 > 文章
北京大学计算机科学技术研究所
2019-07-15 / 来源:本站

北京大学计算机科学技术研究所

TowardsCombiningStatisticalRelationalLearningandGraphNeuralNetworksAbstract:Developingstatisticalmachinelearningmethodsforpredictionsongraphshasbeenafundamentalproblemformanyapplicationssuchassemi-elationallearningmethodsandrecentgraphneuralnetworks,,Iwillintroduceourrecenteffortsoncombneuralnetworksforsemi-supervisednodeclassification(GraphMarkovNeuralNetworks,ICML19)andalsorecentworkoncombiningMarkovLogicNetworksandknowledgegraphembedding(ProbabilisticLogicNeuralNetworks,insubmission):(QuebecAIinstitute)andHECMontrealsinceDecember,irs(CIFARAIResearchChair).Hisresearchinterestsfocusondeepgraphrepresentationlearningwithavarietyofapplicationsincludingknowledgegraphs,(,LINEandLargeVis)’14andwasnominatedforthebestpaperofWWW’16.。