A Well-Tempered Landscape for Non-convex Robust Subspace Recovery

13 June 2017

Papers citing "A Well-Tempered Landscape for Non-convex Robust Subspace Recovery"

9 / 9 papers shown

Title
Nonconvex Matrix Factorization is Geodesically Convex: Global Landscape Analysis for Fixed-rank Matrix Optimization From a Riemannian Perspective Yuetian Luo Nicolas García Trillos 21 6 0 29 Sep 2022
Boosting RANSAC via Dual Principal Component Pursuit Yunchen Yang Xinyue Zhang Tianjiao Ding Daniel P. Robinson René Vidal M. Tsakiris 14 0 0 06 Oct 2021
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization Yuetian Luo Xudong Li Anru R. Zhang 25 9 0 03 Aug 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 37 165 0 15 Dec 2020
$Depth Descent Synchronization in $\mathrm{SO}(D)$$ Depth Descent Synchronization in $\mathrm{SO}(D)$ Tyler Maunu Gilad Lerman MDE 29 2 0 13 Feb 2020
List Decodable Subspace Recovery P. Raghavendra Morris Yau 36 25 0 07 Feb 2020
Robust Group Synchronization via Cycle-Edge Message Passing Gilad Lerman Yunpeng Shi 19 30 0 24 Dec 2019
Subgradient Descent Learns Orthogonal Dictionaries Yu Bai Qijia Jiang Ju Sun 10 51 0 25 Oct 2018
RANSAC Algorithms for Subspace Recovery and Subspace Clustering E. Arias-Castro Jue Wang 19 10 0 30 Nov 2017