Xin Guo
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Senior Lecturer
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About
Dr. Xin Guo is a Senior Lecturer at The University of Queensland, Australia. His research areas encompass adolescent substance use, functional data analysis, and machine learning methodologies. Notable recent publications include analyses of binge drinking and marijuana use trends among adolescents in the United States, as well as advancements in survey count design and online learning algorithms.
Recent Grants
Grant: Close
Analysis of kernel-based pairwise learning algorithms for large-scale data
Open Date: 2019-01-01
Close Date: 2021-12-01
Grant: Close
Analysis of online learning algorithms with mini-batching and averaging
Open Date: 2018-01-01
Close Date: 2020-12-01
Grant: Close
Analysis of the regularization of online learning algorithms
Open Date: 2017-01-01
Close Date: 2019-12-01
Grant: Close
Mathematical analysis for coordinate kernel polynomial-based learning schemes that produce sparse approximations
Open Date: 2015-10-01
Close Date: 2019-09-01
Grant: Close
Mathematical Analysis of Kernel-based Pairwise Learning and AUC Maximization
Open Date:
Close Date:
Articles (16)
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2023
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2021
Collaborators (2)
Qiang Fu
The University of British Columbia
Yushu Zhu
Simon Fraser University
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