"relu networks" Papers

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Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy

Rob Romijnders, Antti Koskela

NEURIPS 2025arXiv:2407.04884

Depth-Bounds for Neural Networks via the Braid Arrangement

Moritz Grillo, Christoph Hertrich, Georg Loho

NEURIPS 2025oralarXiv:2502.09324

Activation-Descent Regularization for Input Optimization of ReLU Networks

Hongzhan Yu, Sicun Gao

ICML 2024arXiv:2406.00494

Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks

Asterios Tsiourvas, Georgia Perakis

ReLU Network with Width $d+\mathcal{O}(1)$ Can Achieve Optimal Approximation Rate

Chenghao Liu, Minghua Chen

The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks

Songhua He, Periklis Papakonstantinou