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ID: biasvariancetradeoff
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Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models
AbstractThe bias-variance tradeoff is the idea that learning methods need to balance model complexity with data size to minimize both under-fitting and over-fitting. Recent empirical work and theoretical analysis with …...