Search Results for author: Shuangrong Liu

Found 2 papers, 1 papers with code

OPT-GAN: A Broad-Spectrum Global Optimizer for Black-box Problems by Learning Distribution

1 code implementation7 Feb 2021 Minfang Lu, Shuai Ning, Shuangrong Liu, Fengyang Sun, Bo Zhang, Bo Yang, Lin Wang

Black-box optimization (BBO) algorithms are concerned with finding the best solutions for problems with missing analytical details.

Improving Neural Network Classifier using Gradient-based Floating Centroid Method

no code implementations21 Jul 2019 Mazharul Islam, Shuangrong Liu, Lin Wang, Xiaojing Zhang

In this study, a gradient-based floating centroid (GDFC) method is introduced to address the fixed centroid problem for the neural network classifiers optimized by gradient-based methods.

Cannot find the paper you are looking for? You can Submit a new open access paper.