ROP: Matrix recovery via rank-one projections

ROP: Matrix recovery via rank-one projections

22 October 2013

T. Tony Cai

Papers citing "ROP: Matrix recovery via rank-one projections"

15 / 15 papers shown

Title
A General Algorithm for Solving Rank-one Matrix Sensing Lianke Qin Zhao-quan Song Ruizhe Zhang 30 15 0 22 Mar 2023
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery Tyler Maunu Thibaut Le Gouic Philippe Rigollet 20 5 0 26 Oct 2022
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization Yuetian Luo Xudong Li Anru R. Zhang 27 9 0 03 Aug 2021
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 11 38 0 01 Jun 2021
Rank-One Measurements of Low-Rank PSD Matrices Have Small Feasible Sets T. Roddenberry Santiago Segarra Anastasios Kyrillidis 21 0 0 17 Dec 2020
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 40 165 0 15 Dec 2020
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-order Convergence Yuetian Luo Wen Huang Xudong Li Anru R. Zhang 23 15 0 17 Nov 2020
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 25 44 0 09 Nov 2019
Universality in Learning from Linear Measurements Ehsan Abbasi Fariborz Salehi B. Hassibi 22 22 0 20 Jun 2019
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning Guillaume Rabusseau Tianyu Li Doina Precup 31 41 0 04 Jul 2018
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing Ming Lin Jieping Ye 37 21 0 21 Aug 2016
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements A. Wagner O. Zuk 15 8 0 23 May 2015
Regularization-free estimation in trace regression with symmetric positive semidefinite matrices M. Slawski Ping Li Matthias Hein 20 15 0 23 Apr 2015
Rank penalized estimation of a quantum system Pierre Alquier C. Butucea Mohamed Hebiri Katia Méziani Morimae Tomoyuki 54 31 0 08 Jun 2012
$On Recovery of Sparse Signals via $\ell_1$ Minimization$ On Recovery of Sparse Signals via $\ell_1$ Minimization T. Cai Guangwu Xu Jun Zhang 69 155 0 01 May 2008