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ENTITY Hard Way, The Only Way: Provable Merits of Training on Hardest Examples

Hard Way, The Only Way: Provable Merits of Training on Hardest Examples

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    AI Training Theory: Hardest Examples Accelerate Error Decay

    A new research paper proposes a theoretical framework for understanding the effectiveness of data pruning in AI systems. The study introduces weighted empirical risk minimization (ERM) to analyze how pruning impacts lea…