"relu neural networks" Papers

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Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data

Thomas Chen, Patricia Muñoz Ewald

NEURIPS 2025arXiv:2405.07098
4
citations

Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon

Tongtong Liang, Dan Qiao, Yu-Xiang Wang et al.

NEURIPS 2025spotlightarXiv:2506.20779
1
citations

The Computational Complexity of Counting Linear Regions in ReLU Neural Networks

Moritz Stargalla, Christoph Hertrich, Daniel Reichman

NEURIPS 2025arXiv:2505.16716
2
citations

Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time

Sungyoon Kim, Mert Pilanci

ICML 2024spotlightarXiv:2402.03625
7
citations

Stochastic Bandits with ReLU Neural Networks

Kan Xu, Hamsa Bastani, Surbhi Goel et al.

ICML 2024arXiv:2405.07331
1
citations

Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes

Hyunouk Ko, Xiaoming Huo

ICML 2024arXiv:2401.04286
1
citations