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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Dec 2024 SERC Institute for Infocomm Research Data Distribution Valuation Xinyi Xu, Shuaiqi Wang, Chuan-Sheng Foo, Bryan Kian Hsiang Low, Giulia Fanti Conference on Neural Information Processing Systems
10 Dec 2023 SERC Institute for Infocomm Research Model Shapley: Equitable Model Valuation with Black-box Access Xinyi Xu, Thanh Lam, Chuan-Sheng Foo, Bryan Kian Hsiang Low Conference on Neural Information Processing Systems
20 Aug 2023 SERC Institute for Infocomm Research FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery Xinyi Xu, Zhaoxuan Wu, Arun Verma, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
27 Jun 2023 SERC Institute for Infocomm Research Probably Approximate Shapley Fairness with Applications in Machine Learning Zijian Zhou, Xinyi Xu, Rachael Hwee Ling Sim, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the AAAI Conference on Artificial Intelligence
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 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)
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)