69 citations · 129 across the 9 of their papers we have counts for
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Visualizations Relevant to The User By Multi-View Latent Variable Factorization
Seppo Virtanen, Homayun Afrabandpey, Samuel Kaski
A main goal of data visualization is to find, from among all the available alternatives, mappings to the 2D/3D display which are relevant to the user. Assuming user interaction dat…
Factorized Multi-Modal Topic Model
Seppo Virtanen, Yangqing Jia, Arto Klami +1
Multi-modal data collections, such as corpora of paired images and text snippets, require analysis methods beyond single-view component and topic models. For continuous observation…
Bayesian exponential family projections for coupled data sources
Arto Klami, Seppo Virtanen, Samuel Kaski
Exponential family extensions of principal component analysis (EPCA) have received a considerable amount of attention in recent years, demonstrating the growing need for basic mode…