Xin Guo

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 12

Top Topics

Distributed Learning

Regularized Least Squares

Modeling Method

Top Venues

Math. Found. Comput.

J. Mach. Learn. Res.

Publications

Xin Guo, Zheng-Chu Guo, Lei Shi
Capacity dependent analysis for functional online learning algorithms. CoRR (2022)
Xiaming Chen, Bohao Tang, Jun Fan, Xin Guo
Online gradient descent algorithms for functional data learning. J. Complex. 70 (2022)
Qiang Fu, Xin Guo, Sun Young Jeon, Eric N. Reither, Emma Zang, Kenneth C. Land
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. 4 (1) (2021)
Qiang Fu, Yufan Zhuang, Jiaxin Gu, Yushu Zhu, Xin Guo
Agreeing to Disagree: Choosing Among Eight Topic-Modeling Methods. Big Data Res. 23 (2021)
Xin Guo, Lei Shi
Preface of the special issue on analysis in data science: Methods and applications. Math. Found. Comput. 3 (4) (2020)
Xin Guo, Lexin Li, Qiang Wu
Modeling interactive components by coordinate kernel polynomial models. Math. Found. Comput. 3 (4) (2020)
Xin Guo, Ting Hu, Qiang Wu
Distributed Minimum Error Entropy Algorithms. J. Mach. Learn. Res. 21 (2020)
Yao Wang, Xin Guo, Shao-Bo Lin
Kernel-based L_2-Boosting with Structure Constraints. CoRR (2020)
Qiang Fu, Yufan Zhuang, Jiaxin Gu, Yushu Zhu, Huihui Qin, Xin Guo
Search for K: Assessing Five Topic-Modeling Approaches to 120, 000 Canadian Articles. IEEE BigData (2019)
Shaobo Lin, Xin Guo, Ding-Xuan Zhou
Distributed Learning with Regularized Least Squares. J. Mach. Learn. Res. 18 (2017)
Shaobo Lin, Xin Guo, Ding-Xuan Zhou
Distributed Learning with Regularized Least Squares. CoRR (2016)
Xin Guo, Jun Fan, Ding-Xuan Zhou
Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes. J. Mach. Learn. Res. 17 (2016)
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale
Introduction to the Peptide Binding Problem of Computational Immunology: New Results. Found. Comput. Math. 14 (5) (2014)
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale
Towards a Mathematical Foundation of Immunology and Amino Acid Chains CoRR (2012)
Lei Shi, Xin Guo, Ding-Xuan Zhou
Hermite learning with gradient data. J. Comput. Appl. Math. 233 (11) (2010)
Xin Guo
Learning gradients via an early stopping gradient descent method. J. Approx. Theory 162 (11) (2010)