arXiv cs.LG
· Papers
GLOBE: Trajectory-Aligned Gradient Matching with Structured SparseOptimization for Coreset Selection
arXiv:2608.02690v1 Announce Type: new Abstract: On-device training of deep neural networks is fundamentally constrained by the computational and memory costs of large-scale datasets. Coreset selection offers a practical solution by retaining only a compact subset of real training samples. However, existing gradient-bas