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Habibur Rahaman, Swarup Bhunia

Public reference bibliography and cataloged PDF materials authored or published by Habibur Rahaman, Swarup Bhunia.

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LEAN: Loss-Engineered Modulation of the Model Weight-Sensitivity Distribution for Efficient, Error-Tolerant Neural Networks

Year: 2026 • Source: arxiv.org • Listed PDF

The weights of a trained network do not have uniform sensitivity to model accuracy: the 1% most sensitive weights carry about a fifth of the damage a bit flip can do. This distribution decides the bit-flip tolerance of a...