Current Research

Representative Approach for Distributed Machine Learning

Collaborative Human Machine Decision Making

various glass containers used for lab testing

Bioinformatics Topics

Representative Approach for Distributed Machine Learning

  • Score-Matching Representative
  • Response-Aided Score-Matching Representative
  • Score-Matching Representative with Penalty Function
  • Classification Problems in Representative
  • Nonparametric Methods for Representative
  • Representative in Decentralized Network
  • Online Updating through Representative

Collaborative Human Machine Decision Making

  • Integration of cognitive psychology and statistical signal detection
  • Adaptive strategies in human machine teams for optimized performance
  • Model interpretability and trust
  • Resource consumption and allocation

Bioinformatics Topics

  • Nucleosome Binding
  • Ribosome Footprint Discrepancy
  • Single-Cell RNA