Author

Parham Sazdar

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Preprint Aug 2026

Domain-Aware Pruning: Sparsity and Domain Generalization via Regularized Probabilistic Masking

Beyond efficiency and generalization, DAP natively provides increased robustness to adversarial perturbations and yields highly interpretable models, where the retained weights reliably encapsulate the most domain-invariant and task-critical representations.

Parham Sazdar, Mostafa Tavassolipour, Reshad Hosseini · 0 citations