Multi-dimensional Fair Federated Learning

no code implementations • 9 Dec 2023 • Cong Su, Guoxian Yu, Jun Wang, Hui Li, Qingzhong Li, Han Yu

Federated learning (FL) has emerged as a promising collaborative and secure paradigm for training a model from decentralized data without compromising privacy.

Fairness Federated Learning

Towards AI-Empowered Crowdsourcing

no code implementations • 28 Dec 2022 • Shipeng Wang, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Yonghui Xu, Zhuan Shi, Xinping Min, Zhiqi Shen, Han Yu

Crowdsourcing, in which human intelligence and productivity is dynamically mobilized to tackle tasks too complex for automation alone to handle, has grown to be an important research topic and inspired new businesses (e. g., Uber, Airbnb).

Management