TENSOR RING DECOMPOSITION: A COMPREHENSIVE SURVEY

Tensor ring decomposition (TRD) presents a powerful technique for compactly representing high-order tensors. This technique involves segmenting 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, significantly in handling massive d