Hua Meng Associate Professor

Personal Information

  • Education Level: PhD graduate
  • Degree: Doctor of science
  • Business Address: Southwest Jiaotong University School of Mathematics
  • Academic Titles: Lecturer
  • Alma Mater: 四川大学数学学院
  • School/Department: 数学学院
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    Home >Research Focus

    拓扑数据分析

    一方面发掘数据的拓扑特征,用于数据的重构、降维、聚类分析;另一方面探究神经网络函数的可解释性,并通过拓扑正则化项对机器学习分类函数进行约束,用以构造泛化能力更好的网络函数。