# Convergence guarantees for RMSProp and ADAM in non-convex optimization and their comparison to Nesterov acceleration on autoencoders.

> Research article (arXiv (Cornell University), 2018) · cited 32× · AI/ML

**Wikidata**: [openalex:W2887729414](https://www.wikidata.org/wiki/openalex:W2887729414)  
**Source**: https://4ort.xyz/entity/convergence-guarantees-for-rmsprop-and-adam-in-non-convex-optimization-and-their-comparison-to-nesterov-acceleration-on-