Unsupervised Machine Learning based on Nonnegative Matrix/Tensor Factorization

Name: EnviTrace LLC
Address: 1048 Mansion Ridge Road, Santa Fe, NM, US
Telephone: +1-505-310-4367

V.V. Vesselinov, M. Mudunuru, S. Karra, D. O'Malley, B. Alexandrov

World Congress on Computational Mechanics (WCCM) (invited)2018

Summary

This presentation covers unsupervised machine learning methods for nonnegative matrix and tensor decompositions. It discusses the use of these methods to identify hidden patterns and extract meaningful features from complex datasets.