A Block Coordinate Descent Method for Multi-Convex Optimization with Applications to Nonnegative Tensor Factorization and Completion

Yangyang Xu, Wotao Yin

Type: Report

Publication Date: 2012-08-01

Citations: 10

DOI: https://doi.org/10.21236/ada567404

Download PDF

Locations

Rice University's digital scholarship archive (Rice University) - View - PDF

Similar Works

Action	Title	Year	Authors
+	Newton-Based Optimization for Nonnegative Tensor Factorizations.	2013	Samantha Hansen Todd Plantenga Tamara G. Kolda
+	A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion	2013	Yangyang Xu Wotao Yin
+ PDF Chat	Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework	2013	Jingu Kim Yunlong He Haesun Park
+ PDF Chat	Nonnegative Tensor Completion via Low-Rank Tucker Decomposition: Model and Algorithm	2019	Bilian Chen Ting Sun Zhehao Zhou Yifeng Zeng Langcai Cao
+	Tensor Decomposition via Convex Optimization	2014	Ryota Tomioka Taiji Suzuki Kohei Hayashi Hisashi Kashima
+	Convergence of block coordinate descent with diminishing radius for nonconvex optimization	2020	Hanbaek Lyu
+	Inertial Block Mirror Descent Method for Non-Convex Non-Smooth Optimization	2019	Le Thi Khanh Hien Nicolas Gillis Panagiotis Patrinos
+	Computing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective	2020	Xiao Fu Nico Vervliet Lieven De Lathauwer Kejun Huang Nicolas Gillis
+	Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective	2020	Xiao Fu Nico Vervliet Lieven De Lathauwer Kejun Huang Nicolas Gillis
+	Efficient Nonnegative Tensor Decomposition Using Alternating Direction Proximal Method of Multipliers	2024	Deqing Wang Guoqiang Hu
+ PDF Chat	Accelerating block coordinate descent for nonnegative tensor factorization	2021	Andersen Ang Jeremy E. Cohen Nicolas Gillis Le Thi Khanh Hien
+	Nonnegative tensor factorizations using an alternating direction method	2013	Xingju Cai Yannan Chen Deren Han
+	Accelerated Nonnegative Tensor Completion via Integer Programming	2022	Wenhao Pan Anil Aswani Chen Chen
+	Low-Rank Tensor Completion Via Tri-Factorization and Non-Convex Regularization	2024	F Yang Bing Zheng Ruijuan Zhao
+	Block-decomposition and accelerated gradient methods for large-scale convex optimization	2014	Camilo Ortiz Diaz
+	Nonconvex Optimization Tools for Large-Scale Matrix and Tensor Decomposition with Structured Factors.	2020	Xiao Fu Nico Vervliet Lieven De Lathauwer Kejun Huang Nicolas Gillis
+	Parallel algorithms for large scale constrained tensor decomposition	2015	Athanasios P. Liavas Nicholas D. Sidiropoulos
+	An Exploration of Optimization Algorithms for High Performance Tensor Completion	2016	Shaden Smith Jongsoo Park George Karypis
+	An exploration of optimization algorithms for high performance tensor completion	2016	Shaden Smith Jongsoo Park George Karypis
+	Algorithms for Nonnegative Matrix and Tensor Factorization	2013	Markus Flatz

Works That Cite This (4)

Action	Title	Year	Authors
+	Block coordinate proximal gradient methods with variable Bregman functions for nonsmooth separable optimization	2016	Xiaoqin Hua Nobuo Yamashita
+	Newton-based optimization for Kullback–Leibler nonnegative tensor factorizations	2015	Samantha Hansen Todd Plantenga Tamara G. Kolda
+ PDF Chat	Flexible parallel algorithms for big data optimization	2014	Francisco Facchinei Simone Sagratella Gesualdo Scutari
+ PDF Chat	Flexible Multiple Base Station Association and Activation for Downlink Heterogeneous Networks	2017	Kaiming Shen Ya‐Feng Liu David Yiwei Ding Wei Yu

Works Cited by This (0)

Action	Title	Year	Authors