"neural network approximation" Papers

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Approximation and Generalization Abilities of Score-based Neural Network Generative Models for Sub-Gaussian Distributions

Guoji Fu, Wee Sun Lee

NEURIPS 2025arXiv:2505.10880

STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem

Hong Wang, Yixuan Jiang, Jie Wang et al.

NEURIPS 2025arXiv:2510.23986

In-context Learning on Function Classes Unveiled for Transformers

Zhijie Wang, Bo Jiang, Shuai Li

Neural Network Approximation for Pessimistic Offline Reinforcement Learning

Di Wu, Yuling Jiao, Li Shen et al.

AAAI 2024paperarXiv:2312.11863