"gradient descent analysis" Papers

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Benign Overfitting in Single-Head Attention

Roey Magen, Shuning Shang, Zhiwei Xu et al.

NEURIPS 2025arXiv:2410.07746

When majority rules, minority loses: bias amplification of gradient descent

François Bachoc, Jerome Bolte, Ryan Boustany et al.

NEURIPS 2025arXiv:2505.13122

How do Transformers Perform In-Context Autoregressive Learning ?

Michael Sander, Raja Giryes, Taiji Suzuki et al.

How Transformers Learn Causal Structure with Gradient Descent

Eshaan Nichani, Alex Damian, Jason Lee

ICML 2024arXiv:2402.14735

In-context Convergence of Transformers

Yu Huang, Yuan Cheng, Yingbin LIANG

ICML 2024arXiv:2310.05249