69 citations · 258 across the 36 of their papers we have counts for
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cs.LG2012★ 34 cited
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…
cs.LG2012★ 18 cited
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…