Fast, Robust and Non-convex Subspace Recovery

24 June 2014

Papers citing "Fast, Robust and Non-convex Subspace Recovery"

15 / 15 papers shown

Title
Entropic Wasserstein Component Analysis Antoine Collas Titouan Vayer Rémi Flamary A. Breloy 24 1 0 09 Mar 2023
Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series M. Rahmani Anoop Deoras Laurent Callot AI4TS 31 0 0 31 May 2022
Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search M. Rahmani Ping Li 24 4 0 23 Jun 2021
Unlabeled Principal Component Analysis and Matrix Completion Yu Yao Liangzu Peng M. Tsakiris 28 13 0 23 Jan 2021
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate C. Kümmerle C. M. Verdun Dominik Stöger 28 14 0 22 Dec 2020
$Depth Descent Synchronization in $\mathrm{SO}(D)$$ Depth Descent Synchronization in $\mathrm{SO}(D)$ Tyler Maunu Gilad Lerman MDE 37 2 0 13 Feb 2020
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning M. Fornasier Hui Huang L. Pareschi Philippe Sünnen 29 68 0 31 Jan 2020
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 34 3 0 30 Dec 2019
Robust Group Synchronization via Cycle-Edge Message Passing Gilad Lerman Yunpeng Shi 25 30 0 24 Dec 2019
Fast, Parameter free Outlier Identification for Robust PCA V. Menon Sheetal Kalyani 33 2 0 13 Apr 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 25 130 0 02 Mar 2018
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 24 63 0 13 Jun 2017
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 35 134 0 15 Sep 2016
Dual Principal Component Pursuit M. Tsakiris René Vidal 26 96 0 15 Oct 2015
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 30 57 0 21 May 2015