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Arxiv
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308
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Implicit Bias and Fast Convergence Rates for Self-attention
- Researchers study the implicit bias of self-attention in transformers.
- Convergence of the key-query matrix is possbile with certain conditions.
- Two adaptive step-size strategies, normalized GD and Polyak step-size, are analyzed.
- The findings accelerate parameter convergence and deepen understanding of implicit bias in self-attention.
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