Transformers are Deep Optimizers

Transformers are Deep Optimizers: Provable In-Context Learning for DeepModel Training

This paper investigates the transformer’s capability for in-context learning (ICL) to simulate the training process of deep models, providing a provable explicit construction.

May 2025 · 1 min · Weimin Wu, Maojiang Su, Jerry Yao-Chieh Hu,  Zhao Song, Han Liu