Xin Guo

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Social isolation by design: Bias in measuring core networks in Taiwan?
Soc. Networks
Minheng Chen, Yang-chih Fu, Xin Guo, Qiang Fu
2025 J jnl
Kernel-based L_2-Boosting with Structure Constraints.
J. Mach. Learn. Res.
Yao Wang, Xin Guo, Shao-Bo Lin
2022 J jnl
Capacity dependent analysis for functional online learning algorithms.
CoRR
Xin Guo, Zheng-Chu Guo, Lei Shi
2022 J jnl
Online gradient descent algorithms for functional data learning.
J. Complex.
Xiaming Chen, Bohao Tang, Jun Fan, Xin Guo
2021 J jnl
Agreeing to Disagree: Choosing Among Eight Topic-Modeling Methods.
Big Data Res.
Qiang Fu, Yufan Zhuang, Jiaxin Gu, Yushu Zhu, Xin Guo
2021 J jnl
The uses and abuses of an age-period-cohort method: On the linear algebra and statistical properties of intrinsic and related estimators.
Math. Found. Comput.
Qiang Fu, Xin Guo, Sun Young Jeon, Eric N. Reither, Emma Zang, Kenneth C. Land
2020 J jnl
Distributed Minimum Error Entropy Algorithms.
J. Mach. Learn. Res.
Xin Guo, Ting Hu, Qiang Wu
2020 J jnl
Kernel-based L_2-Boosting with Structure Constraints.
CoRR
Yao Wang, Xin Guo, Shao-Bo Lin
2020 J jnl
Modeling interactive components by coordinate kernel polynomial models.
Math. Found. Comput.
Xin Guo, Lexin Li, Qiang Wu
2020 J jnl
Preface of the special issue on analysis in data science: Methods and applications.
Math. Found. Comput.
Xin Guo, Lei Shi
2019 — conf
Search for K: Assessing Five Topic-Modeling Approaches to 120, 000 Canadian Articles.
IEEE BigData
Qiang Fu, Yufan Zhuang, Jiaxin Gu, Yushu Zhu, Huihui Qin, Xin Guo
2017 J jnl
Distributed Learning with Regularized Least Squares.
J. Mach. Learn. Res.
Shaobo Lin, Xin Guo, Ding-Xuan Zhou
2016 J jnl
Distributed Learning with Regularized Least Squares.
CoRR
Shaobo Lin, Xin Guo, Ding-Xuan Zhou
2016 J jnl
Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes.
J. Mach. Learn. Res.
Xin Guo, Jun Fan, Ding-Xuan Zhou
2014 J jnl
Introduction to the Peptide Binding Problem of Computational Immunology: New Results.
Found. Comput. Math.
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale
2012 J jnl
Towards a Mathematical Foundation of Immunology and Amino Acid Chains
CoRR
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale
2010 J jnl
Hermite learning with gradient data.
J. Comput. Appl. Math.
Lei Shi, Xin Guo, Ding-Xuan Zhou
2010 J jnl
Learning gradients via an early stopping gradient descent method.
J. Approx. Theory
Xin Guo