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cs.LG2025
SCAR: A Characterization Scheme for Multi-Modal Dataset
Ri Su, Zhao Chen, Caleb Chen Cao +2
Foundation models exhibit remarkable generalization across diverse tasks, largely driven by the characteristics of their training data. Recent data-centric methods like pruning and…
cs.LG2024★ 8 cited
Kernel Correlation-Dissimilarity for Multiple Kernel k-Means Clustering
Rina Su, Yu Guo, Caiying Wu +2
The main objective of the Multiple Kernel k-Means (MKKM) algorithm is to extract non-linear information and achieve optimal clustering by optimizing base kernel matrices. Current m…