Needell, Deanna

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling

2023 · arXiv (Cornell University)

We introduce a new method based on nonnegative matrix factorization, Neural NMF, for detecting latent hierarchical structure in data. Datasets with hierarchical structure arise in a wide variety of fields, such as document classification, image …