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News/AffineLens: Capturing the Continuous Piecewise Affine Functions of Neural Networks
arxiv
PublishedMay 13, 2026 at 4:00 AM

AffineLens: Capturing the Continuous Piecewise Affine Functions of Neural Networks

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arXiv:2605.06218v3 Announce Type: replace Abstract: Piecewise affine neural networks (PANNs) provide a principled geometric perspective on neural network expressivity by characterizing the input--output map as a continuous piecewise affine (CPA) function whose complexity is governed by the number, a

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