Zixuan Bi

Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint

At present, spectral clustering is an important branch of unsupervised learning, and its application in deep learning has been widely concerned. However, for high-dimensional sparse datasets, the complexity of network scale leads to parameter explosion, and static Gaussian kernel often has wrong pre