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20192026
most citedModular and fractional L-intersecting families of vector spaces

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cs.LG2026

Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin Updates

Saumya Goyal, Rohith Rongali, Ritabrata Ray +1

We study learning to learn through the lens of hyperparameter tuning. We propose the Langevin Gradient Descent Algorithm (LGD), which approximates the mean of the posterior distrib…