| 2011 |
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| 14 | Near-Optimal Column-Based Matrix Reconstruction. Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail. CoRR (abs/1103.0995) (2011). Web SearchBibTeXDownload |
| 13 | Stochastic Dimensionality Reduction for K-means Clustering. Christos Boutsidis, Anastasios Zouzias, Michael W. Mahoney, Petros Drineas. CoRR (abs/1110.2897) (2011). Web SearchBibTeXDownload |
| 12 | Deterministic Feature Selection for $k$-means Clustering. Christos Boutsidis, Malik Magdon-Ismail. CoRR (abs/1109.5664) (2011). Web SearchBibTeXDownload |
| 11 | Topics in Matrix Sampling Algorithms. Christos Boutsidis. CoRR (abs/1105.0709) (2011). Web SearchBibTeXDownload |
| 10 | Improved Low-rank Matrix Decompositions via the Subsampled Randomized Hadamard Transform. Christos Boutsidis. CoRR (abs/1105.0464) (2011). Web SearchBibTeXDownload |
| 9 | Near Optimal Column-Based Matrix Reconstruction. Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail. FOCS 2011, 305-314. Web SearchBibTeXDownload |
| 2010 |
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| 8 | Random Projections for $k$-means Clustering. Christos Boutsidis, Anastasios Zouzias, Petros Drineas. CoRR (abs/1011.4632) (2010). Web SearchBibTeXDownload |
| 2009 |
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| 7 | Unsupervised Feature Selection for the $k$-means Clustering Problem. Christos Boutsidis, Michael W. Mahoney, Petros Drineas. NIPS 2009, 153-161. Web SearchBibTeXDownload |
| 6 | An improved approximation algorithm for the column subset selection problem. Christos Boutsidis, Michael W. Mahoney, Petros Drineas. SODA 2009, 968-977. Web SearchBibTeXDownload |
| 2008 |
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| 5 | Clustered subset selection and its applications on it service metrics. Christos Boutsidis, Jimeng Sun, Nikos Anerousis. CIKM 2008, 599-608. Web SearchBibTeXDownload |
| 4 | Random Projections for the Nonnegative Least-Squares Problem. Christos Boutsidis, Petros Drineas. CoRR (abs/0812.4547) (2008). Web SearchBibTeXDownload |
| 3 | An Improved Approximation Algorithm for the Column Subset Selection Problem. Christos Boutsidis, Michael W. Mahoney, Petros Drineas. CoRR (abs/0812.4293) (2008). Web SearchBibTeXDownload |
| 2 | Unsupervised feature selection for principal components analysis. Christos Boutsidis, Michael W. Mahoney, Petros Drineas. KDD 2008, 61-69. Web SearchBibTeXDownload |
| 1 | SVD based initialization: A head start for nonnegative matrix factorization. Christos Boutsidis, Efstratios Gallopoulos. Pattern Recognition (41): 1350-1362 (2008). Web SearchBibTeXDownload |
