Cole, Frank

3 publications

NeurIPS 2025 In-Context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-Separation Frank Cole, Yuxuan Zhao, Yulong Lu, Tianhao Zhang

NeurIPSW 2024 Provable In-Context Learning of Linear Systems and Linear Elliptic PDEs with Transformers Frank Cole, Yulong Lu, Tianhao Zhang, Riley C. W. O'Neill

ICLR 2024 Score-Based Generative Models Break the Curse of Dimensionality in Learning a Family of Sub-Gaussian Distributions Frank Cole, Yulong Lu