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A Nonconvex Projection Method for Robust PCA

A Nonconvex Projection Method for Robust PCA

21 May 2018
Aritra Dutta
Filip Hanzely
Peter Richtárik
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Papers citing "A Nonconvex Projection Method for Robust PCA"

8 / 8 papers shown
Title
Towards a Better Theoretical Understanding of Independent Subnetwork
  Training
Towards a Better Theoretical Understanding of Independent Subnetwork Training
Egor Shulgin
Peter Richtárik
AI4CE
28
6
0
28 Jun 2023
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm
Pini Zilber
B. Nadler
23
8
0
31 Jan 2022
AgFlow: Fast Model Selection of Penalized PCA via Implicit
  Regularization Effects of Gradient Flow
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow
Haiyan Jiang
Haoyi Xiong
Dongrui Wu
Ji Liu
Dejing Dou
15
1
0
07 Oct 2021
Optimization for Supervised Machine Learning: Randomized Algorithms for
  Data and Parameters
Optimization for Supervised Machine Learning: Randomized Algorithms for Data and Parameters
Filip Hanzely
32
0
0
26 Aug 2020
Robust Low-rank Matrix Completion via an Alternating Manifold Proximal
  Gradient Continuation Method
Robust Low-rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method
Minhui Huang
Shiqian Ma
Lifeng Lai
16
26
0
18 Aug 2020
Solving the Robust Matrix Completion Problem via a System of Nonlinear
  Equations
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations
Yunfeng Cai
P. Li
18
5
0
24 Mar 2020
Best Pair Formulation & Accelerated Scheme for Non-convex Principal
  Component Pursuit
Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit
Aritra Dutta
Filip Hanzely
Jingwei Liang
Peter Richtárik
17
10
0
25 May 2019
Online and Batch Supervised Background Estimation via L1 Regression
Online and Batch Supervised Background Estimation via L1 Regression
Aritra Dutta
Peter Richtárik
18
8
0
23 Nov 2017
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