Online Identification and Tracking of Subspaces from Highly Incomplete Information

21 June 2010

Benjamin Recht

Papers citing "Online Identification and Tracking of Subspaces from Highly Incomplete Information"

36 / 36 papers shown

Title
Mathematics of Continual Learning Liangzu Peng René Vidal CLL 75 0 0 24 Apr 2025
Dynamic Subspace Estimation with Grassmannian Geodesics Cameron J. Blocker Haroon Raja Jeffrey A. Fessler Laura Balzano 38 4 0 26 Mar 2023
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces Charline Le Lan Joshua Greaves Jesse Farebrother Mark Rowland Fabian Pedregosa Rishabh Agarwal Marc G. Bellemare 52 8 0 08 Dec 2022
Fast Detection of Burst Jamming for Delay-Sensitive Internet-of-Things Applications Shao-Di Wang Hui-Ming Wang Peng Liu 15 1 0 02 Dec 2022
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series Hông-Lan Botterman Julien Roussel Thomas Morzadec A. Jabbari Nicolas Brunel AI4TS 18 3 0 03 Aug 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 34 0 0 22 May 2022
Unlabeled Principal Component Analysis and Matrix Completion Yu Yao Liangzu Peng M. Tsakiris 33 13 0 23 Jan 2021
Selecting the number of components in PCA via random signflips David Hong Yueqi Sheng Yan Sun 24 15 0 05 Dec 2020
Online high rank matrix completion Jicong Fan Madeleine Udell OffRL 29 34 0 20 Feb 2020
Rank $2r$ iterative least squares: efficient recovery of ill-conditioned low rank matrices from few entries Jonathan Bauch B. Nadler Pini Zilber 37 14 0 05 Feb 2020
Analyzing biological and artificial neural networks: challenges with opportunities for synergy? David Barrett Ari S. Morcos Jakob H. Macke AI4CE 30 110 0 31 Oct 2018
Streaming PCA and Subspace Tracking: The Missing Data Case Laura Balzano Yuejie Chi Yue M. Lu 13 84 0 12 Jun 2018
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants Shiqian Ma N. Aybat 20 51 0 09 Jun 2018
Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in Non-Convex Learning Xin Zhang Jia-Wei Liu Zhengyuan Zhu 24 17 0 24 May 2018
Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video Brian E. Moore Chen Gao R. Nadakuditi 47 38 0 18 Dec 2017
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Namrata Vaswani T. Bouwmans S. Javed Praneeth Narayanamurthy OOD 35 273 0 26 Nov 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations M. Nonnenmacher Srinivas C. Turaga Jakob H. Macke 26 21 0 06 Nov 2017
Accelerated Stochastic Power Iteration Christopher De Sa Bryan D. He Ioannis Mitliagkas Christopher Ré Peng Xu 51 89 0 10 Jul 2017
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling Maria-Florina Balcan Hongyang R. Zhang 29 37 0 01 Dec 2016
A Riemannian gossip approach to decentralized matrix completion Bamdev Mishra Hiroyuki Kasai Atul Saroop 31 3 0 23 May 2016
Dual Principal Component Pursuit M. Tsakiris René Vidal 26 96 0 15 Oct 2015
Moving Object Detection in Video Using Saliency Map and Subspace Learning Yanwei Pang Li Ye Xuelong Li Jing Pan 27 4 0 30 Sep 2015
Online Supervised Subspace Tracking Yao Xie Ruiyang Song H. Dai Qingbin Li Le Song 28 0 0 01 Sep 2015
Sparse Linear Regression With Missing Data Ravi Ganti Rebecca Willett 18 7 0 28 Mar 2015
Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements Wenfei Cao Yao Wang Jian Sun Deyu Meng Can Yang A. Cichocki Zongben Xu 25 160 0 06 Mar 2015
Speeding up Permutation Testing in Neuroimaging Chris Hinrichs V. Ithapu Qinyuan Sun Sterling C. Johnson Vikas Singh 31 6 0 12 Feb 2015
Adaptive Stochastic Gradient Descent on the Grassmannian for Robust Low-Rank Subspace Recovery and Clustering Jun He Yue Zhang 35 8 0 12 Dec 2014
A Neuron as a Signal Processing Device Tao Hu Zaid J. Towfic Cengiz Pehlevan A. Genkin D. Chklovskii 41 8 0 12 May 2014
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors Morteza Mardani Gonzalo Mateos G. Giannakis 41 182 0 17 Apr 2014
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion Zehua Wang Ming-Jun Lai Zhaosong Lu Wei Fan H. Davulcu Jieping Ye 41 99 0 04 Apr 2014
Online Algorithms for Factorization-Based Structure from Motion Ryan Kennedy Laura Balzano Stephen J. Wright Camillo J Taylor 26 34 0 26 Sep 2013
Manopt, a Matlab toolbox for optimization on manifolds Nicolas Boumal Bamdev Mishra P.-A. Absil R. Sepulchre 54 1,021 0 23 Aug 2013
pROST : A Smoothed Lp-norm Robust Online Subspace Tracking Method for Realtime Background Subtraction in Video Florian Seidel Clemens Hage M. Kleinsteuber 64 39 0 08 Feb 2013
Rank regularization and Bayesian inference for tensor completion and extrapolation J. Bazerque Gonzalo Mateos G. Giannakis 47 86 0 31 Jan 2013
Dynamic Network Cartography Gonzalo Mateos K. Rajawat 57 31 0 29 Nov 2012
Robust PCA as Bilinear Decomposition with Outlier-Sparsity Regularization Gonzalo Mateos G. Giannakis 53 107 0 08 Nov 2011