Parallel Algorithms for Constrained Tensor Factorization via the Alternating Direction Method of Multipliers

Athanasios P. Liavas, Nicholas D. Sidiropoulos

Tensor factorization has proven useful in a wide range of applications, from sensor array processing to communications, speech and audio signal processing, and machine learning. Wi…