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News/Can Entry-Wise Clipping Give Spectral Control of Stochastic Gradients?
arxiv
PublishedMay 28, 2026 at 4:00 AM

Can Entry-Wise Clipping Give Spectral Control of Stochastic Gradients?

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arXiv:2605.27733v1 Announce Type: new Abstract: Training instabilities such as loss spikes are frequently the result of stochastic gradient noise. Because of rare expressions in language training data, and multiple layer composition, the noise impact is heavy-tailed and survives mini-batch averaging

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