Research

Research Interests:

  • Functional clustering with emphasis in Dirichlet process mixture models
  • Dimension reduction in Bayesian approach
  • Interaction between statistics and deep learning
  • Statistical genetics/genomics
  • Business intelligence

Research Projects

Functional Clustering

Clustering is an unsupervised learning method used to group similar items into categories based on their intrinsic characteristics, without relying on known labels. When the items are functions, such as curves or images, this clustering approach is termed as functional clustering.