Large-Scale Convex Minimization with a Low-Rank Constraint

Type: Preprint

Publication Date: 2011-01-01

Citations: 62

DOI: https://doi.org/10.48550/arxiv.1106.1622

Locations

  • arXiv (Cornell University) - View
  • DataCite API - View

Similar Works

Action Title Year Authors
+ Local Search Algorithms for Rank-Constrained Convex Optimization 2021 Kyriakos Axiotis
Maxim Sviridenko
+ Guaranteed Matrix Completion via Non-Convex Factorization 2016 Ruoyu Sun
Zhi‐Quan Luo
+ Nearly-optimal Robust Matrix Completion 2016 Yeshwanth Cherapanamjeri
Kartik Gupta
Prateek Jain
+ Nearly-optimal Robust Matrix Completion 2016 Yeshwanth Cherapanamjeri
Kartik Gupta
Prateek Jain
+ A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Completion 2020 Quanming Yao
Yaqing Wang
James T. Kwok
+ PDF Chat Guaranteed Matrix Completion via Nonconvex Factorization 2015 Ruoyu Sun
Zhi‐Quan Luo
+ Local Search Algorithms for Rank-Constrained Convex Optimization 2021 Kyriakos Axiotis
Maxim Sviridenko
+ The Power of Convex Relaxation: Near-Optimal Matrix Completion 2009 Emmanuel J. Candès
Terence Tao
+ PDF Chat Fast Low-Rank Matrix Learning with Nonconvex Regularization 2015 Quanming Yao
James T. Kwok
Wenliang Zhong
+ Fast Low-Rank Matrix Learning with Nonconvex Regularization 2015 Quanming Yao
James T. Kwok
Wenliang Zhong
+ Fast Exact Matrix Completion with Finite Samples 2015 Prateek Jain
Praneeth Netrapalli
+ Tight convex relaxations for sparse matrix factorization 2014 Émile Richard
Guillaume Obozinski
Jean‐Philippe Vert
+ Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer 2021 Zhi Wang
Yu Liu
Xin Luo
Jianjun Wang
Chao Gao
Dezhong Peng
Wu Chen
+ Iterative reweighted algorithms for matrix rank minimization 2012 Karthik Mohan
Maryam Fazel
+ Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation 2018 Yudong Chen
Yuejie Chi
+ PDF Chat Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers 2018 Quanming Yao
James T. Kwok
Taifeng Wang
Tie‐Yan Liu
+ Fast Exact Matrix Completion with Finite Samples 2014 Prateek Jain
Praneeth Netrapalli
+ Fast Exact Matrix Completion with Finite Samples 2014 Prateek Jain
Praneeth Netrapalli
+ Practical Large-Scale Optimization for Max-norm Regularization 2010 Jason D. Lee
Ben Recht
Nathan Srebro
Joel A. Tropp
Ruslan Salakhutdinov
+ Low-Rank Factorization for Rank Minimization with Nonconvex Regularizers 2020 April Sagan
John Mitchell