One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention paper page: https://
huggingface.co/papers/2307.03
576
… Recent works have empirically analyzed in-context learning and shown that transformers trained on synthetic linear regression

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