"function space learning" Papers

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A duality framework for analyzing random feature and two-layer neural networks

Hongrui Chen, Jihao Long, Lei Wu

NeurIPS 2025posterarXiv:2305.05642
2
citations

Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators

Wenhan Gao, Ruichen Xu, Yuefan Deng et al.

ICLR 2025poster
18
citations

Solving Partial Differential Equations via Radon Neural Operator

Wenbin Lu, Yihan Chen, Junnan Xu et al.

NeurIPS 2025poster
4
citations

Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context

Xiang Cheng, Yuxin Chen, Suvrit Sra

ICML 2024poster