ICML "transformers architecture" Papers

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Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context

Xiang Cheng, Yuxin Chen, Suvrit Sra

ICML 2024posterarXiv:2312.06528

Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot

Zixuan Wang, Stanley Wei, Daniel Hsu et al.

ICML 2024posterarXiv:2406.06893