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cs.LG2022
Decomposable Sparse Tensor on Tensor Regression
Haiyi Mao, Jason Xiaotian Dou
Most regularized tensor regression research focuses on tensors predictors with scalars responses or vectors predictors to tensors responses. We consider the sparse low rank tensor…
cs.LG2022★ 7 cited
Sampling Through the Lens of Sequential Decision Making
Jason Xiaotian Dou, Alvin Qingkai Pan, Runxue Bao +3
Sampling is ubiquitous in machine learning methodologies. Due to the growth of large datasets and model complexity, we want to learn and adapt the sampling process while training a…