Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin Updates
arXiv:2604.13130v1 Announce Type: new
Abstract: We study learning to learn for regression problems through the lens of hyperparameter tuning. We propose the Langevin Gradient Descent Algorithm (LGD), which approximates the mean of the posterior distri…