Poster "theoretical framework" Papers

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A Formal Framework for Understanding Length Generalization in Transformers

Xinting Huang, Andy Yang, Satwik Bhattamishra et al.

ICLR 2025posterarXiv:2410.02140
25
citations

Auto-Regressive Next-Token Predictors are Universal Learners

Eran Malach

ICML 2024poster

Generalization Error of Graph Neural Networks in the Mean-field Regime

Gholamali Aminian, Yixuan He, Gesine Reinert et al.

ICML 2024poster