Xin-Tong Liu

An Adaptive Algorithm for Tracking Third-Order Coupled Canonical Polyadic Decomposition

Coupled canonical polyadic decomposition (C-CPD) of multiple tensors is a fundamental tool for multi-set data fusion. Existing C-CPD works are mainly limited to batch processing techniques for stationary models, yet in practice the C-CPD model may be dynamic and thus adaptive C-CPD tracking techniqu…