"preconditioned gradient descent" Papers

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Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions

Yanna Ding, Songtao Lu, Yingdong Lu et al.

NEURIPS 2025arXiv:2510.18638

Optimization Inspired Few-Shot Adaptation for Large Language Models

Boyan Gao, Xin Wang, Yibo Yang et al.

NEURIPS 2025spotlightarXiv:2505.19107

Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?

Khashayar Gatmiry, Nikunj Saunshi, Sashank J. Reddi et al.

ICML 2024arXiv:2410.08292