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Jun, 2023
揭示Hessian与决策边界的关联
Unveiling the Hessian's Connection to the Decision Boundary
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Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte, Anna Dawid
TL;DR
本研究探讨了深度学习和神经网络中的的决策边界复杂度与Hessian矩阵特征值之间的关联,并提出了一种新的边界复杂度的衡量方法和边界宽度的估计技术。
Abstract
Understanding the properties of well-generalizing minima is at the heart of
deep learning
research. On the one hand, the generalization of
neural networks
has been connected to the
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