no code implementations • 27 Dec 2018 • Deqing Wang, Feng-Yu Cong, Tapani Ristaniemi
In addition, we proposed an accelerated method to compute the objective function and relative error of sparse NCP, which has significantly improved the computation of tensor decomposition especially for higher-order tensor.
no code implementations • 30 Dec 2016 • Xiao-Feng Gong, Qiu-Hua Lin, Feng-Yu Cong, Lieven De Lathauwer
We show how, by using second-order multi-set statistics in J-BSS, a specific double coupled canonical polyadic decomposition (DC-CPD) problem can be formulated.
no code implementations • 6 Jun 2013 • Tuomo Sipola, Feng-Yu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
In this research, we used the recently developed diffusion map for dimensionality reduction in conjunction with spectral clustering.