An Advanced Data Augmentation Method Based on Generative Adversarial Networks, for Enhancing Rare and Sensitive Smart Water Supply Data Sharing

N Zhang, MS Fiallos-Salguero, Y Liu, ST Khu… - Available at SSRN … - papers.ssrn.com
The rapid development of smart cities offers new opportunities for the water supply industry
by enabling access to massive and precise data through advanced technologies. However …

Regularized Maximum Mean Discrepancy for Variable Selection

J Huo, B Huang, Y Liu, L Peng - openreview.net
In this paper, we propose a variable selection method based on maximum mean
discrepancy (MMD) to effectively identify important variables that contribute to distributional …