Sparse PCA via Bipartite Matchings

Sparse PCA via Bipartite Matchings

4 August 2015

Megasthenis Asteris

Dimitris Papailiopoulos

Anastasios Kyrillidis

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Papers citing "Sparse PCA via Bipartite Matchings"

14 / 14 papers shown

Title
Sparse PCA: a Geometric Approach Dimitris Bertsimas Driss Lahlou Kitane 86 8 0 12 Oct 2022
Sparse PCA With Multiple Components Ryan Cory-Wright J. Pauphilet 225 2 0 29 Sep 2022
Hardness and Algorithms for Robust and Sparse Optimization Eric Price Sandeep Silwal Samson Zhou 92 7 0 29 Jun 2022
Sparse PCA on fixed-rank matrices Alberto Del Pia 152 6 0 07 Jan 2022
The folded concave Laplacian spectral penalty learns block diagonal sparsity patterns with the strong oracle property Iain Carmichael 62 2 0 07 Jul 2021
Certifiably Optimal Sparse Sufficient Dimension Reduction Lei Yan Xin Chen 45 1 0 15 Dec 2020
Approximation Algorithms for Sparse Principal Component Analysis Agniva Chowdhury P. Drineas David P. Woodruff Samson Zhou 136 8 0 23 Jun 2020
A greedy anytime algorithm for sparse PCA Guy Holtzman Adam Soffer Dan Vilenchik 75 16 0 15 Oct 2019
Learning Feature Sparse Principal Components Lai Tian Feiping Nie Xuelong Li 114 25 0 23 Apr 2019
Bipartite Correlation Clustering -- Maximizing Agreements Megasthenis Asteris Anastasios Kyrillidis Dimitris Papailiopoulos A. Dimakis 33 7 0 09 Mar 2016
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation Konstantinos Benidis Ying Sun P. Babu Daniel P. Palomar 201 56 0 12 Feb 2016
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 101 173 0 14 Sep 2015
On the Worst-Case Approximability of Sparse PCA S. Chan Dimitris Papailiopoulos A. Rubinstein 56 7 0 21 Jul 2015
A Convex Sparse PCA for Feature Analysis Xiaojun Chang Feiping Nie Yi Yang Heng-Chiao Huang 80 93 0 23 Nov 2014