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cs.LG2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning
Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour +2
Spectral clustering is a powerful technique for clustering high-dimensional data, utilizing graph-based representations to detect complex, non-linear structures and non-convex clus…
cs.LG2024
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey
Farid Saberi-Movahed, Kamal Berahman, Razieh Sheikhpour +2
Dimensionality Reduction plays a pivotal role in improving feature learning accuracy and reducing training time by eliminating redundant features, noise, and irrelevant data. Nonne…