Poster "generalization theory" Papers

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Generalization through variance: how noise shapes inductive biases in diffusion models

John Vastola

ICLR 2025arXiv:2504.12532

Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning

Jingyang Li, Jiachun Pan, Vincent Tan et al.

ICLR 2025arXiv:2410.11206

Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition

Mohamad Amin Mohamadi, Zhiyuan Li, Lei Wu et al.

ICML 2024arXiv:2407.12332