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cs.LG2019
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models
Jiaqi Zhang, Beilun Wang
Because tensor data appear more and more frequently in various scientific researches and real-world applications, analyzing the relationship between tensor features and the univari…
cs.LG2019
Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method
Jiaqi Zhang, Yinghao Cai, Zhaoyang Wang +1
Recently, tensor data (or multidimensional array) have been generated in many modern applications, such as functional magnetic resonance imaging (fMRI) in neuroscience and videos i…