# The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects

> Research article (ePrints Soton (University of Southampton), 2018) · cited 94× · AI/ML

**Wikidata**: [openalex:W2804386825](https://www.wikidata.org/wiki/openalex:W2804386825)  
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