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eess.SP2019
Tucker Tensor Decomposition on FPGA
Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
Tensor computation has emerged as a powerful mathematical tool for solving high-dimensional and/or extreme-scale problems in science and engineering. The last decade has witnessed…
eess.SP2018★ 6 cited
Robust Factorization and Completion of Streaming Tensor Data via Variational Bayesian Inference
Cole Hawkins, Zheng Zhang
Streaming tensor factorization is a powerful tool for processing high-volume and multi-way temporal data in Internet networks, recommender systems and image/video data analysis. In…