TENSOR RING DECOMPOSITION: A COMPREHENSIVE SURVEY

Tensor ring decomposition (TRD) emerges a powerful technique for compactly representing high-order tensors. This methodology involves factorizing a tensor into a sum of simpler rank-1 or low-rank tensors, forming a ring-like structure. TRD offers significant advantages over traditional matrix factorization methods, especially in handling massive da