# Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

> Research article (Foundations and Trends® in Machine Learning, 2016) · cited 431× · AI/ML

**Wikidata**: [openalex:W2516041031](https://www.wikidata.org/wiki/openalex:W2516041031)  
**Source**: https://4ort.xyz/entity/tensor-networks-for-dimensionality-reduction-and-large-scale-optimization-part-1-low-rank-tensor-decompositions