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Cong Fang, Hangfeng He, Qi Long, Weijie J · 2021

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cs.LG 1

years

2024 1

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REJECT 1

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The Exploration of Neural Collapse under Imbalanced Data

cs.LG · 2024-11-26 · reject · novelty 5.0

For the L-layer unconstrained feature model with bias and squared-error loss, the global minimizer's geometric structure is governed by the singular values of the matrix (I - n1^T/N)diag(√n).

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  • The Exploration of Neural Collapse under Imbalanced Data cs.LG · 2024-11-26 · reject · none · ref 5

    For the L-layer unconstrained feature model with bias and squared-error loss, the global minimizer's geometric structure is governed by the singular values of the matrix (I - n1^T/N)diag(√n).