Distributed learning with regularized least squares SB Lin, X Guo, DX Zhou Journal of Machine Learning Research 18 (92), 1-31, 2017 | 216 | 2017 |
Introduction to the peptide binding problem of computational immunology: new results WJ Shen, HS Wong, QW Xiao, X Guo, S Smale Foundations of Computational Mathematics 14, 951-984, 2014 | 58* | 2014 |
Thresholded spectral algorithms for sparse approximations ZC Guo, DH Xiang, X Guo, DX Zhou Analysis and Applications 15 (03), 433-455, 2017 | 52 | 2017 |
Modeling interactive components by coordinate kernel polynomial models X Guo, LX Li, Q Wu Mathematical Foundations of Computing 3 (4), 263-277, 2020 | 35 | 2020 |
The Local Edge Machine: inference of dynamic models of gene regulation KA McGoff, X Guo, A Deckard, CM Kelliher, AR Leman, LJ Francey, ... Genome biology 17, 1-13, 2016 | 32 | 2016 |
An empirical feature-based learning algorithm producing sparse approximations X Guo, DX Zhou Applied and Computational Harmonic Analysis 32 (3), 389-400, 2012 | 27 | 2012 |
Online gradient descent algorithms for functional data learning X Chen, B Tang, J Fan, X Guo Journal of Complexity 70, 101635, 2022 | 24 | 2022 |
Playing with the rules and making misleading statements: a response to Luo, Hodges, Winship, and Powers KC Land, E Zang, Q Fu, X Guo, SY Jeon, EN Reither American journal of sociology 122 (3), 962-973, 2016 | 23 | 2016 |
Distributed minimum error entropy algorithms X Guo, T Hu, Q Wu Journal of machine learning research 21 (126), 1-31, 2020 | 22 | 2020 |
Agreeing to disagree: Choosing among eight topic-modeling methods Q Fu, Y Zhuang, J Gu, Y Zhu, X Guo Big Data Research 23, 100173, 2021 | 19 | 2021 |
Hermite learning with gradient data L Shi, X Guo, DX Zhou Journal of computational and applied mathematics 233 (11), 3046-3059, 2010 | 19 | 2010 |
A Poisson-multinomial mixture approach to grouped and right-censored counts Q Fu, X Guo, KC Land Communications in Statistics-Theory and Methods 47 (2), 427-447, 2018 | 18 | 2018 |
Optimizing count responses in surveys: A machine-learning approach Q Fu, X Guo, KC Land Sociological methods & research 49 (3), 637-671, 2020 | 17 | 2020 |
Capacity dependent analysis for functional online learning algorithms X Guo, ZC Guo, L Shi Applied and Computational Harmonic Analysis 67, 101567, 2023 | 16 | 2023 |
Adolescent marijuana use in the United States and structural breaks: an age-period-cohort analysis, 1991–2018 J Gu, X Guo, G Veenstra, Y Zhu, Q Fu American journal of epidemiology 190 (6), 1056-1063, 2021 | 10 | 2021 |
Sparsity and error analysis of empirical feature-based regularization schemes X Guo, J Fan, DX Zhou Journal of Machine Learning Research, 2016 | 10 | 2016 |
Learning gradients via an early stopping gradient descent method X Guo Journal of Approximation Theory 162 (11), 1919-1944, 2010 | 10 | 2010 |
Modified Poisson regression analysis of grouped and right-censored counts Q Fu, TY Zhou, X Guo Journal of the Royal Statistical Society Series A: Statistics in Society 184 …, 2021 | 9 | 2021 |
MHC binding prediction with KernelRLSpan and its variations WJ Shen, YT Wei, X Guo, S Smale, HS Wong, SC Li Journal of Immunological Methods 406, 10-20, 2014 | 9 | 2014 |
Rates of convergence of randomized Kaczmarz algorithms in Hilbert spaces X Guo, J Lin, DX Zhou Applied and Computational Harmonic Analysis 61, 288-318, 2022 | 8* | 2022 |