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Optimal vintage factor analysis with deflation varimax

16 October 2023

Papers citing "Optimal vintage factor analysis with deflation varimax"

20 / 20 papers shown

Title
One-shot Robust Federated Learning of Independent Component Analysis Dian Jin Xin Bing Yuqian Zhang FedML 291 0 0 26 May 2025
Unique sparse decomposition of low rank matricesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 Dian Jin Xin Bing Yuqian Zhang 381 6 0 14 Jun 2021
Efficient Sparse Coding using Hierarchical Riemannian PursuitIEEE Transactions on Signal Processing (IEEE TSP), 2021 Ye Xue Vincent K. N. Lau Songfu Cai 323 4 0 21 Apr 2021
Detecting approximate replicate components of a high-dimensional random vector with latent structureBernoulli (Bernoulli), 2020 Xin Bing F. Bunea M. Wegkamp 282 4 0 05 Oct 2020
Vintage Factor Analysis with Varimax Performs Statistical Inference Karl Rohe Muzhe Zeng 323 64 0 11 Apr 2020
Subgradient Descent Learns Orthogonal Dictionaries Yu Bai Qijia Jiang Ju Sun 298 56 0 25 Oct 2018
Heteroskedastic PCA: Algorithm, Optimality, and Applications Anru R. Zhang T. Tony Cai Yihong Wu 420 80 0 19 Oct 2018
Structured Local Optima in Sparse Blind Deconvolution Yuqian Zhang Han-Wen Kuo John N. Wright 316 58 0 01 Jun 2018
Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering Xin Bing F. Bunea Y. Ning M. Wegkamp 519 41 0 23 Apr 2017
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture Ju Sun Qing Qu John N. Wright 261 170 0 11 Nov 2015
Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations Anima Anandkumar Prateek Jain Yang Shi U. Niranjan 525 85 0 15 Oct 2015
On the Minimax Risk of Dictionary LearningIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2015 A. Jung Yonina C. Eldar N. Goertz 270 36 0 20 Jul 2015
A convergence and asymptotic analysis of the generalized symmetric FastICA algorithmIEEE Transactions on Signal Processing (IEEE TSP), 2014 Tianwen Wei 286 35 0 01 Aug 2014
Minimax sparse principal subspace estimation in high dimensions Vincent Q. Vu Jing Lei 592 202 0 02 Nov 2012
Provable ICA with Unknown Gaussian Noise, and Implications for Gaussian Mixtures and Autoencoders Sanjeev Arora Rong Ge Ankur Moitra Sushant Sachdeva 333 86 0 23 Jun 2012
Factor modeling for high-dimensional time series: Inference for the number of factors Clifford Lam Q. Yao 407 524 0 04 Jun 2012
Statistical analysis of factor models of high dimension Jushan Bai Kunpeng Li 313 347 0 30 May 2012
Large Covariance Estimation by Thresholding Principal Orthogonal ComplementsJournal of The Royal Statistical Society Series B-statistical Methodology (JRSS-B), 2011 Jianqing Fan Yuan Liao Martina Mincheva 553 914 0 30 Dec 2011
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 571 526 0 06 Aug 2010
Efficient independent component analysis Aiyou Chen Peter J. Bickel 845 99 0 29 May 2007