SEEK-VEC is a new framework for finding hidden patterns in count-based data. By combining multiple topic models, it helps identify key terms, uncover relationships, and assess results, especially when signals are weak.
www.biorxiv.org/content/10.6...
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SEEK-VEC: Augmenting topic modeling with spectral ensemble learning
Count data are ubiquitous across many applications in which understanding latent patterns is of interest. Topic modeling is a powerful tool for detecting latent structure in count data. However, stand...
