Hiroki Takeda

Online TT-ALS for Streaming Tensor Decomposition with Incremental Orthogonalization

Hiroki Takeda, Yuto Miyatake, Daisuke Furihata

Tensor Train (TT) decomposition is a powerful technique for analyzing high-dimensional data. Existing algorithms for computing TT decompositions can be categorized into two main types: conventional batch-based approaches and recursive online methods. In the context of streaming d…Read more