Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness

v1v2 (latest)

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness

17 April 2014

ArXiv (abs)PDF HTML

Papers citing "Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness"

11 / 11 papers shown

Title
Tensor State Space-based Dynamic Multilayer Network Modeling Tian-Shing Lan Jie Guo Chen Zhang 48 0 0 03 Jun 2025
D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams Shingo Higashiguchi Yasuko Matsubara Koki Kawabata Taichi Murayama Yasushi Sakurai AI4TS 81 0 0 01 May 2025
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models Jeremy E. Cohen Valentin Leplat 130 3 0 27 Mar 2024
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions Florian Becker A. Smilde E. Acar 60 5 0 01 Sep 2022
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data Zhenhao Huang Yuning Qiu Xinqi Chen Weijun Sun Guoxu Zhou 77 5 0 27 Feb 2022
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation Axel Marmoret Jérémy E. Cohen N. Bertin Frédéric Bimbot 64 16 0 17 Apr 2021
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier Zhao Zhang Weiming Jiang Jie Qin Li Zhang Fanzhang Li Min Zhang Shuicheng Yan 67 138 0 27 May 2019
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization Jinshi Yu Guoxu Zhou A. Cichocki Shengli Xie 37 35 0 20 Mar 2018
Tensor Ring Decomposition Qibin Zhao Guoxu Zhou Shengli Xie Liqing Zhang A. Cichocki 91 363 0 17 Jun 2016
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data Guoxu Zhou Qibin Zhao Yu Zhang T. Adalı Shengli Xie A. Cichocki 97 183 0 29 Aug 2015
Decomposition of Big Tensors With Low Multilinear Rank Guoxu Zhou A. Cichocki Shengli Xie 118 61 0 05 Dec 2014