Ewa Maria Szczurek

Factor Analysis with Correlated Topic Model for Multi-Modal Data

Integrating various data modalities brings valuable insights into underlying phenomena. Multimodal factor analysis (FA) uncovers shared axes of variation underlying different simple data modalities, where each sample is represented by a vector of features. However, FA is not suited for structured d…