ML for Healthcare

FairRep: Mitigating Intersectional Bias through Fair Representation Learning

Computational Cardio Oncology

An open-source tool for automated data analysis.

Fair Decision Making

Research on fair synthetic data generation and fair representation learning for bias-free decision making.

Representative Synthetic Data for Fair Decision Making

Promoting Intersectional Fairness through Knowledge Distillation

Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks

Generating Private and Fair Long-Sequenced Longitudinal Healthcare Records

Fair Latent Deep Generative Models (FLDGM) for Syntax-agnostic and Fair Synthetic Data Generation