GLOBE: Trajectory-Aligned Gradient Matching with Structured SparseOptimization for Coreset Selection

Hetian Liu, Jin Cui, Mengcheng Shi +4

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…