Guansheng Zheng

According to our database1, Guansheng Zheng authored at least 15 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Active learning for deep object detection by fully exploiting unlabeled data.
Connect. Sci., December, 2023

Kernel Path for ν-Support Vector Classification.
IEEE Trans. Neural Networks Learn. Syst., 2023

2021
Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients.
IEEE Trans. Neural Networks Learn. Syst., 2021

Accelerating Sequential Minimal Optimization via Stochastic Subgradient Descent.
IEEE Trans. Cybern., 2021

A kernel path algorithm for general parametric quadratic programming problem.
Pattern Recognit., 2021

Solving large-scale support vector ordinal regression with asynchronous parallel coordinate descent algorithms.
Pattern Recognit., 2021

2019
Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm.
Neural Networks, 2019

Scalable Semi-Supervised SVM via Triply Stochastic Gradients.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Chunk incremental learning for cost-sensitive hinge loss support vector machine.
Pattern Recognit., 2018

Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Faster Training Algorithms for Structured Sparsity-Inducing Norm.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2015
An indoor positioning method based on virtual reference RFID tags.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2015

2012
Regularization Path for ν-Support Vector Classification.
IEEE Trans. Neural Networks Learn. Syst., 2012

Accurate on-line v-support vector learning.
Neural Networks, 2012

2010
Semi-supervised Distributed Clustering with Mahalanobis Distance Metric Learning.
J. Digit. Content Technol. its Appl., 2010


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