In-context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-separation

Item #:

085713-5641

Details

DOI: https://doi.org/10.52202/085713-5641
Author(s): Frank Cole, Yuxuan Zhao, Yulong Lu, Tianhao Zhang
Pages: 187641-187679 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-5641
Author(s): Frank Cole, Yuxuan Zhao, Yulong Lu, Tianhao Zhang
Pages: 187641-187679 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)