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Author

Angelos-Christos Maroudis

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Open access Sep 2026

Weight Importance Is Not Enough: Neural Expressiveness for Model Compression.

Neural Network Pruning has been established as driving force in the exploration of memory and energy efficient solutions with high throughput both during training and at test time. We propose Neural Expressiveness (NEXP), a new criterion for model compression that shifts the focus from weight importance to the capacity...

Angelos-Christos Maroudis, Sotirios Xydis, George J. Dimitrakopoulos · 0 citations

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