How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression

How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression

Item #:: 079017-3799
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DOI: https://doi.org/10.52202/079017-3799
Author(s): Xingwu Chen, Lei Zhao, Difan Zou
Pages: 119573-119613 (41 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-3799
Author(s): Xingwu Chen, Lei Zhao, Difan Zou
Pages: 119573-119613 (41 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)