Research

Ongoing Projects

• Addressing Health Disparities in Heart Transplant through Fair
  AI/ML Approaches
  Sponsor: NIH AIMAHEAD Program
  

• III: Collaborative Research: Towards Robust and Human-aligned Deep
  Learning for Medical Sensor Time Series
  Sponsor: National Science Foundation
  

• CAREER: Exploring and Exploiting Data-Centric Modeling for Fairness
  in Machine Learning
  Sponsor: National Science Foundation
  

• III: Medium: Collaborative Research: Towards Effective Interpretation of
  Deep Learning: Prediction, Representation, Modeling and Utilization
  Sponsor: National Science Foundation
  

• III: Medium: Collaborative Research: Effective Detection and Mitigation
  for Shortcut Learning
  Sponsor: National Science Foundation