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Predicting Kernel Regression Learning Curves from Data
2:42
YouTubeZac AI Capsule
Predicting Kernel Regression Learning Curves from Data
This video explains a novel framework for predicting kernel regression learning curves directly from raw data statistics. The method, based on the Hermite eigenstructure ansatz (HEA), analytically approximates kernel eigenvalues and eigenfunctions, enabling accurate learning curve predictions on datasets like CIFAR and ImageNet without kernel ...
13 hours ago
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