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Journal Articles
- 2023
[j11]Feixiang Tan
, Guansheng Zheng:
Active learning for deep object detection by fully exploiting unlabeled data. Connect. Sci. 35(1) (2023)- [j10]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): 490-501 (2023) - 2021
- [j9]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: 107592 (2021) - [j8]Bin Gu, Ziran Xiong, Shuyang Yu, Guansheng Zheng:
A kernel path algorithm for general parametric quadratic programming problem. Pattern Recognit. 116: 107941 (2021) - [j7]Bin Gu, Yingying Shan, Xin Quan, Guansheng Zheng:
Accelerating Sequential Minimal Optimization via Stochastic Subgradient Descent. IEEE Trans. Cybern. 51(4): 2215-2223 (2021) - [j6]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): 3677-3689 (2021) - 2019
- [j5]Bin Gu, Xiang Geng, Xiang Li, Guansheng Zheng:
Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm. Neural Networks 118: 352-362 (2019) - 2018
- [j4]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: 196-208 (2018) - 2012
- [j3]Bin Gu, Jiandong Wang, Yuecheng Yu, Guansheng Zheng, Yufan Huang, Tao Xu:
Accurate on-line v-support vector learning. Neural Networks 27: 51-59 (2012) - [j2]Bin Gu, Jiandong Wang, Guansheng Zheng, Yuecheng Yu:
Regularization Path for ν-Support Vector Classification. IEEE Trans. Neural Networks Learn. Syst. 23(5): 800-811 (2012) - 2010
- [j1]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): 132-140 (2010)
Conference and Workshop Papers
- 2019
- [c4]Xiang Geng, Bin Gu, Xiang Li, Wanli Shi, Guansheng Zheng, Heng Huang:
Scalable Semi-Supervised SVM via Triply Stochastic Gradients. IJCAI 2019: 2364-2370 - 2018
- [c3]Bin Gu, Xingwang Ju, Xiang Li, Guansheng Zheng:
Faster Training Algorithms for Structured Sparsity-Inducing Norm. IJCAI 2018: 2163-2169 - [c2]Bin Gu, Yingying Shan, Xiang Geng, Guansheng Zheng:
Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs. IJCAI 2018: 2170-2176 - 2015
- [c1]Yunhua Gu, Junyong Zhang, Guansheng Zheng, Sai Ji, Jin Wang:
An indoor positioning method based on virtual reference RFID tags. ICCE-TW 2015: 63-65
Informal and Other Publications
- 2019
- [i1]Xiang Geng, Bin Gu, Xiang Li, Wanli Shi, Guansheng Zheng, Heng Huang:
Scalable Semi-Supervised SVM via Triply Stochastic Gradients. CoRR abs/1907.11584 (2019)
Coauthor Index
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