Boutsidis, Christos

7 publications

NeurIPS 2016 Optimal Sparse Linear Encoders and Sparse PCA Malik Magdon-Ismail, Christos Boutsidis

ICML 2015 Spectral Clustering via the Power Method - Provably Christos Boutsidis, Prabhanjan Kambadur, Alex Gittens

ICML 2013 Efficient Dimensionality Reduction for Canonical Correlation Analysis Haim Avron, Christos Boutsidis, Sivan Toledo, Anastasios Zouzias

AISTATS 2013 Random Projections for Support Vector Machines Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas

NeurIPS 2011 Sparse Features for PCA-like Linear Regression Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail

NeurIPS 2010 Random Projections for $k$-Means Clustering Christos Boutsidis, Anastasios Zouzias, Petros Drineas

NeurIPS 2009 Unsupervised Feature Selection for the $k$-Means Clustering Problem Christos Boutsidis, Petros Drineas, Michael W. Mahoney