# Variational Positive-Incentive Noise: How Noise Benefits Models

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025) · cited 53× · AI/ML

**Wikidata**: [openalex:W4411086679](https://www.wikidata.org/wiki/openalex:W4411086679)  
**Source**: https://4ort.xyz/entity/variational-positive-incentive-noise-how-noise-benefits-models
