# Exposing numerical bugs in deep learning via gradient back-propagation

> Research article (Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021) · cited 47× · AI/ML

**Wikidata**: [openalex:W3195618452](https://www.wikidata.org/wiki/openalex:W3195618452)  
**Source**: https://4ort.xyz/entity/exposing-numerical-bugs-in-deep-learning-via-gradient-back-propagation