<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A Fast Randomized Adaptive CP Decomposition For Streaming Tensors"^^ . "In this paper, we introduce a fast adaptive algorithm for CAN- DECOMP/PARAFAC decomposition of streaming three-way tensors using randomized sketching techniques. By leveraging randomized least-squares regression and approximating matrix multiplication, we propose an efficient first-order estimator to minimize an exponentially weighted recursive least- squares cost function. Our algorithm is fast, requiring a low computational complexity and memory storage. Experiments indicate that the proposed algorithm is capable of adaptive tensor decomposition with a competitive performance evaluation on both synthetic and real data."^^ . "2021-06-08" . . . . . . . . . . . . . . . . "Trung Thanh"^^ . "Le"^^ . "Trung Thanh Le"^^ . . "Hafiane"^^ . "Adel"^^ . "Hafiane Adel"^^ . . "Linh Trung"^^ . "Nguyen"^^ . "Linh Trung Nguyen"^^ . . "Abed Meraim"^^ . "Karim"^^ . "Abed Meraim Karim"^^ . . . . "ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"^^ . . . . . "Canada"^^ . . . . . "HTML Summary of #4453 \n\nA Fast Randomized Adaptive CP Decomposition For Streaming Tensors\n\n" . "text/html" . . . "Electronics and Computer Engineering"@en . .