Shidi Chen

Beyond Independence: Learning Correlated Views for Variational Incomplete Multi-View Clustering

Incomplete multi-view clustering (IMVC) aims to uncover shared cluster structures from data with partially observed views. Although recent imputation-free methods based on variational inference demonstrate robustness to missing views, they commonly rely on a conditional independence assumption acros…