OptimizingpersistentHomologybasedfunctionsMathieuCarrie`re1Fre´de´ricChazal2MarcGlisse2YuichiIke3HariprasadKannan2YuheiUmeda3Abstractthelastfewyears,agrowingnumberofworkshavesuc-cessfullybeenusin...
LinkPredictionwithPersistentHomology:AnInteractiveViewZuoyuYan1TengfeiMa2LiangcaiGao1ZhiTang1ChaoChen3Abstractdistributionsoflinks,e.g.,nodeswithsimilarconnectivityfeaturestendtobeconnected.Betterp...
Connectivity-OptimizedRepresentationLearningviaPersistentHomologyChristophD.Hofer1RolandKwitt1MandarDixit2MarcNiethammer3AbstractTomeetthesecriteria,thereconstructionobjectiveistypi-callysupplement...
ComposingTreeGraphicalModelswithPersistentHomologyFeaturesforClusteringMixed-TypeDataXiuyanNi1NoviQuadrianto23YusuWang4ChaoChen1Abstractsuchintuitionistheimportantbasisofmanysuccessfulgeometricclus...