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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
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