Kenneth C. Land, Qiang Fu, Xin Guo, Sun Y. Jeon, Eric N. Reither, and Emma Zhang, Playing with the rules and making misleading statements: a response to Luo, Hodges, Winship, and Powers, (invited article), American Journal of Sociology, to appear.
Kevin A. McGoff, Xin Guo, Anastasia Deckard, Christina M. Kelliher, Adam R. Leman, Lauren J. Francey, John B. Hogenesch, Steven B. Haase, and John L. Harer, The Local Edge Machine: Inference of Dynamic Models of Gene Regulation, Genome Biology, 17:214, 2016.
Xin Guo, Jun Fan, and Ding-Xuan Zhou, Sparsity and error analysis of empirical feature-based regularization schemes, Journal of Machine Learning Research, 17(89):1-34, 2016.
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, and Stephen Smale, Introduction to the peptide binding problem of computational immunology: new results, Foundations of Computational Mathematics, 14(5):951-984, October 2014.
Xin Guo, and Ding-Xuan Zhou, An empirical feature-based learning algorithm producing sparse approximations, Applied and Computational Harmonic Analysis, 32:389-400, 2012.
Xin Guo, Learning gradients via an early stopping gradient descent method, Journal of Approximation Theory, 162:1919-1944, 2010.
Lei Shi, Xin Guo, and Ding-Xuan Zhou, Hermite learning with gradient data, Journal of Computational and Applied Mathematics, 233:3046-3059, 2010.