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Tag: gradient-matching (1 references)

Coresets for Data-efficient Training of Machine Learning Models 2020 inproceedings

Baharan Mirzasoleiman, Jeff Bilmes, Jure Leskovec

Introduces CRAIG (Coresets for Accelerating Incremental Gradient descent), selecting subsets that approximate full gradient for 2-3x training speedups while maintaining performance.