no code implementations • 7 Jan 2019 • Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin
The truncated nuclear norm regularization (TNNR) method is applicable in real-world scenarios.
1 code implementation • 7 Jan 2019 • Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin
It is proved that the recently proposed truncated nuclear norm (TNN) can replace the traditional nuclear norm, as an improved approximation to the rank of a matrix.
1 code implementation • 3 Dec 2017 • Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin
Currently, low-rank tensor completion has gained cumulative attention in recovering incomplete visual data whose partial elements are missing.