Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopy. - Xuan Thanh Vu; Caroline Chaux; Sylvain Maire; Nadège Thirion-Moreau (MLSP, 2014)

A New Stochastic Optimization Algorithm to Decompose Large Nonnegative Tensors. - Xuan Thanh Vu; Sylvain Maire; Caroline Chaux; Nadège Thirion-Moreau (IEEE Signal Process. Lett., 2015)

A Proximal Approach for Nonnegative Tensor Decomposition. - Xuan Thanh Vu; Caroline Chaux; Nadège Thirion-Moreau; Sylvain Maire (LVA/ICA, 2017)