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Publication date Communities Collections Article title Author(s) Journal/Conference
25 Jun 2024 SERC Institute for Infocomm Research Bounded Gaussian process with multiple outputs and ensemble combination Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen IEEE CAI
20 Dec 2023 SERC Institute for Infocomm Research MULTIPLE OUTPUT SAMPLES PER INPUT IN A SINGLE-OUTPUT GAUSSIAN PROCESS Jeremy Wong, Huayun Zhang, Nancy Chen Symposium for Celebrating 40 Years of Bayesian Learning in Speech and Language Processing and Beyond
19 May 2023 SERC Institute of Sustainability for Chemicals, Energy and Environment 67 million natural product-like compound database generated via molecular language processing Dillon W. P. Tay, Naythan Z. X. Yeo, Krishnan Adaikkappan, Yee Hwee Lim, Shi Jun Ang Scientific Data
8 Dec 2020 SERC Institute for Infocomm Research Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen The 28th International Conference on Computational Linguistics (COLING 2020)
27 Aug 2020 SERC Institute for Infocomm Research Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
7 Feb 2020 SERC Institute for Infocomm Research Uncertainty Characterization for Predictive Analytics with Clinical Time Series Data Yang Guo, Zhengyuan Liu, Savitha Ramasamy, Pavitra Krishnaswamy 34th AAAI Conference on Artificial Intelligence (AAAI-20) W3PHIAI-20 Workshop