What can a Single Attention Layer Learn? A Study Through the Random Features Lens

Hengyu Fu, Tianyu Guo 0004, Yu Bai 0017, Song Mei. What can a Single Attention Layer Learn? A Study Through the Random Features Lens. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Abstract

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