Author

Mana Sakai

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#machine learning Preprint Sep 2026

Fast Learning Rate Transfer in Shallow Linear Networks at Growing Training Horizons

This work investigates conditions that ensure fast transfer in the growing-horizon regime of hyperparameter transfer in a shallow linear network with a single trainable hidden matrix, trained by full-batch gradient descent.

Mana Sakai, Masaaki Imaizumi · 0 citations