Alternating Maximization: Unifying Framework for 8 Sparse PCA
Formulations and Efficient Parallel Codes

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Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

17 December 2012

Peter Richtárik

S. Ahipaşaoğlu

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Papers citing "Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes"

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Title
Support Recovery in Sparse PCA with Non-Random Missing Data Hanbyul Lee Qifan Song Jean Honorio 53 0 0 03 Feb 2023
Support Recovery in Sparse PCA with Incomplete Data Hanbyul Lee Qifan Song Jean Honorio 70 2 0 30 May 2022
Sparse PCA: A New Scalable Estimator Based On Integer Programming Kayhan Behdin Rahul Mazumder 79 4 0 23 Sep 2021
All Sparse PCA Models Are Wrong, But Some Are Useful. Part I: Computation of Scores, Residuals and Explained Variance J. Camacho A. Smilde E. Saccenti J. Westerhuis 36 33 0 09 Jul 2019
Cross-product Penalized Component Analysis (XCAN) J. Camacho E. Acar Morten A. Rasmussen R. Bro 36 1 0 28 Jun 2019
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning Fei Wen L. Chu Peilin Liu Robert C. Qiu 77 153 0 16 Aug 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 103 64 0 17 May 2018
Smooth minimization of nonsmooth functions with parallel coordinate descent methods Olivier Fercoq Peter Richtárik 75 33 0 23 Sep 2013