Frank Cole

According to our database, Frank Cole authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

A Theory of Diversity for Random Matrices with Applications to In-Context Learning of Schrödinger Equations.

Frank Cole, Yulong Lu, Shaurya Sehgal

CoRR, January, 2026

In-Context Operator Learning on the Space of Probability Measures.

Frank Cole, Dixi Wang, Yineng Chen, Yulong Lu, Rongjie Lai

CoRR, January, 2026

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

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

Frank Cole, Yuxuan Zhao, Yulong Lu, Tianhao Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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