Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards

Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo +1

This paper presents a novel collaborative generative modeling (CGM) framework that incentivizes collaboration among self-interested parties to contribute data to a pool for trainin…