1 code implementation • 2 Jun 2021 • Mohammadreza Armandpour, Brian Kidd, Yu Du, Jianhua Z. Huang
To develop a better deep model for blood glucose forecasting, we analyze the data and detect important patterns.
no code implementations • 19 Jun 2019 • Hanbin Hu, Mit Shah, Jianhua Z. Huang, Peng Li
It has been shown that deep neural networks (DNNs) may be vulnerable to adversarial attacks, raising the concern on their robustness particularly for safety-critical applications.
no code implementations • 15 Jun 2018 • Shaogang Ren, Jianhua Z. Huang, Shuai Huang, Xiaoning Qian
More critically, SAIF has the safe guarantee as it has the convergence guarantee to the optimal solution to the original full LASSO problem.
no code implementations • Elsevier Ltd 2014 • Jim Jing-Yan Wang, Jianhua Z. Huang, Yijun Sun, Xin Gao
To solve these bottlenecks, we propose two novel graph-regularized NMF methods, AGNMFFS and AGNMFMK, by introducing feature selection and multiple-kernel learning to the graph regularized NMF, respectively.