Xin Guo

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Senior Lecturer

University of Queensland
Country flagAustralia

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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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2025

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2023

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2022

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2022

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2022

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2022

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2021

Collaborators (2)

Qiang Fu

The University of British Columbia

CANADA
View details

Yushu Zhu

Simon Fraser University

CANADA
View details
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