2021
A Fast Randomized Adaptive CP Decomposition For Streaming Tensors
ICASSP 2021accepted
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 t…