Tensor Methods for Generating Compact Uncertainty Quantification and Deep Learning Models

Chunfeng Cui, Cole Hawkins, Zheng Zhang

Tensor methods have become a promising tool to solve high-dimensional problems in the big data era. By exploiting possible low-rank tensor factorization, many high-dimensional mode…