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Yuexiang Yang

2 accepted papers

2021

Hierarchical Multiple Kernel Clustering

AAAI 2021technical

Current multiple kernel clustering algorithms compute a partition with the consensus kernel or graph learned from the pre-specified ones, while the emerging late fusion methods firstly construct multiple partitions from each kernel separately, and then obtain a consensus one with them. However, both…

2021

One-Pass Multi-View Clustering for Large-Scale Data

ICCV 2021poster

Existing non-negative matrix factorization based multi-view clustering algorithms compute multiple coefficient matrices respect to different data views, and learn a common consensus concurrently. The final partition is always obtained from the consensus with classical clustering techniques, such as…

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