# NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization.

> Research article (arXiv (Cornell University), 2019) · cited 14× · AI/ML

**Wikidata**: [openalex:W2968267155](https://www.wikidata.org/wiki/openalex:W2968267155)  
**Source**: https://4ort.xyz/entity/nuqsgd-improved-communication-efficiency-for-data-parallel-sgd-via-nonuniform-quantization