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Guided Regularizers for Structured Reduction of Neural Networks

Traditional regularization techniques based on [Formula: see text] and [Formula: see text] norms of the weight vectors are widely used for sparsifying neural networks. However, the resulting sparsity patterns are scattered, as weights are pruned based solely on their magnitude, but without considera...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ali Haisam Muhammad Rafid, Adrian Sandu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Taylor & Francis Group 2025-12-01
Rangatū:Data Science in Science
Ngā marau:
Urunga tuihono:https://www.tandfonline.com/doi/10.1080/26941899.2025.2524558
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