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Zhong-Yuan Zhang

Central University of Finance and Economics

770 Middle Road

Dresden, ME 04342

United States

  • Central University of Finance and Economics

SCHOLARLY PAPERS

2

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299

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0

Scholarly Papers (2)

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1.

Ccegan: A Robust Ensemble Framework for Gan-Based Clustering

Number of pages: 30 Posted: 10 Jan 2024
Jie Yan, Jing Liu, Yun Chen, Tao You, Xiaoke Ma and Zhong-Yuan Zhang
Central University of Finance and Economics, Central University of Finance and Economics, Central University of Finance and Economics, affiliation not provided to SSRN, Xidian University - School of Computer Science and Technology and Central University of Finance and Economics
Downloads 174 (433,279)

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Generative Adversarial Network (GAN), clustering, ensemble learning, contrastive network, filtering methods, deep clustering.

2.

Privacy-Preserving Federated Deep Clustering Based on Gan

Number of pages: 10 Posted: 31 Oct 2023
Jie Yan, Jing Liu, Ji Qi and Zhong-Yuan Zhang
Central University of Finance and Economics, Central University of Finance and Economics, Central University of Finance and Economics and Central University of Finance and Economics
Downloads 125 (580,653)

Abstract:

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Federated clustering, deep clustering, Non-IID data, GAN-generated samples, privacy guarantees.