# An Empirical Study on Numerical Bugs in Deep Learning Programs

> Research article (Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4313547562](https://www.wikidata.org/wiki/openalex:W4313547562)  
**Source**: https://4ort.xyz/entity/an-empirical-study-on-numerical-bugs-in-deep-learning-programs
