Chen’s research interests are multiview machine learning and signal processing. She has conducted research on tensor-based and canonical correlation analysis-based multiview representation learning and tensor-based disaggregation with two views of data. The proposed work builds directly on Chen’s existing work while substantially pushing the envelope by exploring novel multiview data disaggregation methods.

Keywords

• Multiview Machine Learning