Large-Scale Bayesian Tensor Reconstruction via Approximate Message Passing

Bingyang Cheng, Zhongtao Chen, Yichen Jin +4

While CANDECOMP/PARAFAC (CP) decomposition (CPD) is fundamental for tensor reconstruction, Bayesian CPD often scales poorly because variational updates require repeated matrix inve…