Recent Projects
Recent Projects
Lowering the Barrier of Fair AI Development
Lowering the Barrier of Fair AI Development
Sample Selection for Fair and Robust Training, NeurIPS 2021
Responsible AI Challenges in End-to-end Machine Learning, IEEE DE Bulletin 2021
Achieving Multiple Requirements of Trustworthy AI
Achieving Multiple Requirements of Trustworthy AI
Sample Selection for Fair and Robust Training, NeurIPS 2021
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training, ICML 2020
Machine Learning Robustness, Fairness, and their Convergence, SIGKDD 2021
Responsible AI Challenges in End-to-end Machine Learning, IEEE DE Bulletin 2021
Data Cleaning for Accurate, Fair, and Robust Models, DEEM @ SIGMOD 2019
Reliable/Scalable Data Collection
Reliable/Scalable Data Collection