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Publication date Communities Collections Article title Author(s) Journal/Conference
23 Jul 2022 SERC Institute for Infocomm Research Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity Sebastian Shenghong Tay, Chuan Sheng Foo, Urano Daisuke, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Machine Learning
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)