# On the Adequacy of Untuned Warmup for Adaptive Optimization

> Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2021) · cited 34× · AI/ML

**Wikidata**: [openalex:W3174851698](https://www.wikidata.org/wiki/openalex:W3174851698)  
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