Sparse PCA via Bipartite Matchings

Sparse PCA via Bipartite Matchings

4 August 2015

Megasthenis Asteris

Dimitris Papailiopoulos

Anastasios Kyrillidis

Papers citing "Sparse PCA via Bipartite Matchings"

10 / 10 papers shown

Title
Sparse PCA: a Geometric Approach Dimitris Bertsimas Driss Lahlou Kitane 38 7 0 12 Oct 2022
Sparse PCA With Multiple Components Ryan Cory-Wright J. Pauphilet 58 2 0 29 Sep 2022
Hardness and Algorithms for Robust and Sparse Optimization Eric Price Sandeep Silwal Samson Zhou 69 7 0 29 Jun 2022
Sparse PCA on fixed-rank matrices Alberto Del Pia 34 6 0 07 Jan 2022
Certifiably Optimal Sparse Sufficient Dimension Reduction Lei Yan Xin Chen 24 1 0 15 Dec 2020
Approximation Algorithms for Sparse Principal Component Analysis Agniva Chowdhury P. Drineas David P. Woodruff Samson Zhou 14 8 0 23 Jun 2020
Learning Feature Sparse Principal Components Lai Tian Feiping Nie Xuelong Li 23 24 0 23 Apr 2019
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation Konstantinos Benidis Ying Sun P. Babu Daniel P. Palomar 44 56 0 12 Feb 2016
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 38 172 0 14 Sep 2015
A Convex Sparse PCA for Feature Analysis Xiaojun Chang Feiping Nie Yi Yang Heng-Chiao Huang 44 93 0 23 Nov 2014