2024 Poster "relu networks" Papers

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Activation-Descent Regularization for Input Optimization of ReLU Networks

Hongzhan Yu, Sicun Gao

ICML 2024posterarXiv:2406.00494

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

Asterios Tsiourvas, Georgia Perakis

ICML 2024poster

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

Chenghao Liu, Minghua Chen

ICML 2024poster

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

Songhua He, Periklis Papakonstantinou

ICML 2024poster