"gradient descent analysis" Papers

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Benign Overfitting in Single-Head Attention

Roey Magen, Shuning Shang, Zhiwei Xu et al.

NeurIPS 2025posterarXiv:2410.07746
6
citations

How do Transformers Perform In-Context Autoregressive Learning ?

Michael Sander, Raja Giryes, Taiji Suzuki et al.

ICML 2024poster

How Transformers Learn Causal Structure with Gradient Descent

Eshaan Nichani, Alex Damian, Jason Lee

ICML 2024poster

In-context Convergence of Transformers

Yu Huang, Yuan Cheng, Yingbin LIANG

ICML 2024poster