Identifiability of Nonnegative Tucker Decompositions -- Part I: Theory

19 May 2025

Papers citing "Identifiability of Nonnegative Tucker Decompositions -- Part I: Theory"

11 / 11 papers shown

Title
Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations Olivier Vu Thanh 75 1 0 09 Dec 2024
HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction Wanguang Yin Youzhi Qu Zhengming Ma Quanying Liu 35 14 0 18 Jan 2021
Multiway clustering via tensor block models Miaoyan Wang Yuchen Zeng 45 42 0 10 Jun 2019
On Identifiability of Nonnegative Matrix Factorization Xiao Fu Kejun Huang N. Sidiropoulos 70 95 0 02 Sep 2017
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantic 84 355 0 29 Oct 2016
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering Xiao Fu Kejun Huang Bo Yang Wing-Kin Ma N. Sidiropoulos 30 103 0 15 Aug 2016
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization Kejun Huang N. Sidiropoulos A. Liavas 73 172 0 13 Jun 2015
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity Anima Anandkumar Daniel J. Hsu Majid Janzamin Sham Kakade 74 51 0 13 Aug 2013
A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora Rong Ge Yoni Halpern David M. Mimno Ankur Moitra David Sontag Yichen Wu Michael Zhu 89 437 0 19 Dec 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 309 399 0 03 Nov 2011
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 511 2,122 0 30 May 2007