On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay

Yicheng Li, Haobo Zhang, Qian Lin

The widely observed 'benign overfitting phenomenon' in the neural network literature raises the challenge to the 'bias-variance trade-off' doctrine in the statistical learning theo…