Guansheng Zheng

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng
Kernel Path for ν-Support Vector Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Feixiang Tan, Guansheng Zheng
Active learning for deep object detection by fully exploiting unlabeled data. Connect. Sci. 35 (1) (2023)
Bin Gu, Yingying Shan, Xin Quan, Guansheng Zheng
Accelerating Sequential Minimal Optimization via Stochastic Subgradient Descent. IEEE Trans. Cybern. 51 (4) (2021)
Bin Gu, Ziran Xiong, Shuyang Yu, Guansheng Zheng
A kernel path algorithm for general parametric quadratic programming problem. Pattern Recognit. 116 (2021)
Bin Gu, Xiang Geng, Xiang Li, Wanli Shi, Guansheng Zheng, Cheng Deng, Heng Huang
Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Bin Gu, Xiang Geng, Wanli Shi, Yingying Shan, Yufang Huang, Zhijie Wang, Guansheng Zheng
Solving large-scale support vector ordinal regression with asynchronous parallel coordinate descent algorithms. Pattern Recognit. 109 (2021)
Xiang Geng, Bin Gu, Xiang Li, Wanli Shi, Guansheng Zheng, Heng Huang
Scalable Semi-Supervised SVM via Triply Stochastic Gradients. IJCAI (2019)
Bin Gu, Xiang Geng, Xiang Li, Guansheng Zheng
Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm. Neural Networks 118 (2019)
Xiang Geng, Bin Gu, Xiang Li, Wanli Shi, Guansheng Zheng, Heng Huang
Scalable Semi-Supervised SVM via Triply Stochastic Gradients. CoRR (2019)
Bin Gu, Xin Quan, Yunhua Gu, Victor S. Sheng, Guansheng Zheng
Chunk incremental learning for cost-sensitive hinge loss support vector machine. Pattern Recognit. 83 (2018)
Bin Gu, Yingying Shan, Xiang Geng, Guansheng Zheng
Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs. IJCAI (2018)
Bin Gu, Xingwang Ju, Xiang Li, Guansheng Zheng
Faster Training Algorithms for Structured Sparsity-Inducing Norm. IJCAI (2018)
Yunhua Gu, Junyong Zhang, Guansheng Zheng, Sai Ji, Jin Wang
An indoor positioning method based on virtual reference RFID tags. ICCE-TW (2015)
Bin Gu, Jiandong Wang, Yuecheng Yu, Guansheng Zheng, Yu-Fan Huang, Tao Xu
Accurate on-line v-support vector learning. Neural Networks 27 (2012)
Bin Gu, Jiandong Wang, Guansheng Zheng, Yuecheng Yu
Regularization Path for ν-Support Vector Classification. IEEE Trans. Neural Networks Learn. Syst. 23 (5) (2012)
Yuecheng Yu, Jiandong Wang, Guansheng Zheng, Bin Gu
Semi-supervised Distributed Clustering with Mahalanobis Distance Metric Learning. J. Digit. Content Technol. its Appl. 4 (9) (2010)