# Why ADAM Beats SGD for Attention Models

> Research article (2019) · cited 52× · AI/ML

**Wikidata**: [openalex:W2992505801](https://www.wikidata.org/wiki/openalex:W2992505801)  
**Source**: https://4ort.xyz/entity/why-adam-beats-sgd-for-attention-models