Kieu Thao Nguyen Pham

Incentivizing Time-Aware Fairness in Data Sharing

In collaborative data sharing and machine learning, multiple parties aggregate their data resources to train a machine learning model with better model performance. However, as the parties incur data collection costs, they are only willing to do so when guaranteed incentives, such as fairness and i…