Frank Cole

According to our database, Frank Cole authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

In-Context Learning of Linear Dynamical Systems with Transformers: Error Bounds and Depth-Separation.

Frank Cole, Yulong Lu, Tianhao Zhang, Yuxuan Zhao

CoRR, February, 2025

2024

Provable In-Context Learning of Linear Systems and Linear Elliptic PDEs with Transformers.

Frank Cole, Yulong Lu, Riley O'Neill, Tianhao Zhang

CoRR, 2024

Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions.

Frank Cole, Yulong Lu

CoRR, 2024

Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions.

Frank Cole, Yulong Lu

Proceedings of the Twelfth International Conference on Learning Representations, 2024