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Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA
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Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA

Ji Chen
Xiaodong Li
ArXiv (abs)PDFHTML

Papers citing "Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA"

9 / 9 papers shown
Title
Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent
Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent
Yicheng Li
Xinghua Sun
77
0
0
28 Apr 2025
Leave-One-Out Analysis for Nonconvex Robust Matrix Completion with General Thresholding Functions
Leave-One-Out Analysis for Nonconvex Robust Matrix Completion with General Thresholding Functions
Tianming Wang
Ke Wei
66
1
0
28 Jul 2024
Nonconvex Matrix Factorization is Geodesically Convex: Global Landscape Analysis for Fixed-rank Matrix Optimization From a Riemannian Perspective
Nonconvex Matrix Factorization is Geodesically Convex: Global Landscape Analysis for Fixed-rank Matrix Optimization From a Riemannian Perspective
Yuetian Luo
Nicolas García Trillos
52
7
0
29 Sep 2022
Synthetically Controlled Bandits
Synthetically Controlled Bandits
Vivek Farias
C. Moallemi
Tianyi Peng
Andrew Zheng
95
13
0
14 Feb 2022
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization
Yuetian Luo
Xudong Li
Anru R. Zhang
85
11
0
03 Aug 2021
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
Tian Tong
Cong Ma
Ashley Prater-Bennette
Erin E. Tripp
Yuejie Chi
110
33
0
29 Apr 2021
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent
Tian Tong
Cong Ma
Yuejie Chi
110
120
0
18 May 2020
Nonconvex Matrix Completion with Linearly Parameterized Factors
Nonconvex Matrix Completion with Linearly Parameterized Factors
Ji Chen
Xiaodong Li
Zongming Ma
52
3
0
29 Mar 2020
Non-Convex Matrix Completion Against a Semi-Random Adversary
Non-Convex Matrix Completion Against a Semi-Random Adversary
Yu Cheng
Rong Ge
AAML
61
25
0
28 Mar 2018

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