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Yiming Ying

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#machine learning Preprint Sep 2026

Stability and Generalization of Straight-Through Estimators for Training Two-Layer Quantized Neural Networks

An exact distance identity for two coupled updates is derived and approximate non-expansiveness of the common-example map is proved, with a quadratic defect only when the two latent margins straddle zero.

Yiming Ying · 0 citations