"weight sparsity" Papers

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Global Minimizers of $\ell^p$-Regularized Objectives Yield the Sparsest ReLU Neural Networks

Julia Nakhleh, Robert Nowak

NeurIPS 2025posterarXiv:2505.21791

Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency

Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta et al.

ICML 2024poster