Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes

Conor Tillinghast, Zheng Wang, Shandian Zhe

We propose a nonparametric factorization approach for sparsely observed tensors. The sparsity does not mean zero-valued entries are massive or dominated. Rather, it implies the obs…