| Publication date | Communities | Collections | Article title | Author(s) | Journal/Conference |
|---|---|---|---|---|---|
| 22 Feb 2022 | SERC | Institute for Infocomm Research | Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards | Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low | 36th AAAI Conference on Artificial Intelligence |
| 14 Dec 2021 | SERC | Institute for Infocomm Research | Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning | Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan Sheng Foo, Bryan Kian Hsiang Low | Advances in Neural Information Processing Systems 34 (NeurIPS 2021) |
| 14 Dec 2021 | SERC | Institute for Infocomm Research | Validation free and replication robust volume-based data valuation | Xinyi Xu, Zhaoxuan Wu, Chuan Sheng Foo, Bryan Kian Hsiang Low | Advances in Neural Information Processing Systems 34 (NeurIPS 2021) |