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Multiview Clustering With Propagating Information Bottleneck
IEEE Transactions on Neural Networks and Learning SystemsIn many practical applications, massive data are observed from multiple sources, each of which contains multiple cohesive views, called hierarchical multiview (HMV) data, such as image-text objects with different types of visual and textual features. Naturally, the inclusion of source and view relationships offers a comprehensive view of the input HMV ...
Shizhe Hu +4 more
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SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023Shuangming Yang, Badong Chen
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Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering
IEEE Transactions on Image Processing, 2023Shiye Wang, Changsheng Li, Yanming Li
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Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
IEEE Journal on Selected Areas in Communications, 2022Jiawei Shao, Mao, Yuyi, Jun Zhang
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Information Technology and Cancer Prevention
Ca-A Cancer Journal for Clinicians, 2006Masahito Jimbo +2 more
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Synergetic information bottleneck for joint multi-view and ensemble clustering
Information Fusion, 2020Yangdong Ye, Hui Yu
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