Year |
Citation |
Score |
2017 |
Boutsidis C, Drineas P, Kambadur P, Kontopoulou E, Zouzias A. A randomized algorithm for approximating the log determinant of a symmetric positive definite matrix Linear Algebra and Its Applications. 533: 95-117. DOI: 10.1016/J.Laa.2017.07.004 |
0.651 |
|
2015 |
Boutsidis C, Zouzias A, Mahoney MW, Drineas P. Randomized dimensionality reduction for κ-means clustering Ieee Transactions On Information Theory. 61: 1045-1062. DOI: 10.1109/Tit.2014.2375327 |
0.614 |
|
2015 |
Boutsidis C, Garber D, Karnin Z, Liberty E. Online principal components analysis Proceedings of the Annual Acm-Siam Symposium On Discrete Algorithms. 2015: 887-901. |
0.397 |
|
2014 |
Paul S, Boutsidis C, Magdon-Ismail M, Drineas P. Random projections for linear support vector machines Acm Transactions On Knowledge Discovery From Data. 8. DOI: 10.1145/2641760 |
0.641 |
|
2014 |
Boutsidis C, Woodruff DP. Optimal CUR matrix decompositions Proceedings of the Annual Acm Symposium On Theory of Computing. 353-362. DOI: 10.1137/140977898 |
0.366 |
|
2014 |
Avron H, Boutsidis C, Toledo S, Zouzias A. Efficient dimensionality reduction for canonical correlation analysis Siam Journal On Scientific Computing. 36: S111-S131. DOI: 10.1137/130919222 |
0.453 |
|
2014 |
Boutsidis C, Drineas P, Magdon-ismail M. Near-optimal column-based matrix reconstruction Siam Journal On Computing. 43: 687-717. DOI: 10.1137/12086755X |
0.647 |
|
2014 |
Boutsidis C, Magdon-Ismail M. Faster SVD-truncated regularized least-squares Ieee International Symposium On Information Theory - Proceedings. 1321-1325. DOI: 10.1109/ISIT.2014.6875047 |
0.302 |
|
2014 |
Boutsidis C, Magdon-Ismail M. A note on sparse least-squares regression Information Processing Letters. 114: 273-276. DOI: 10.1016/J.Ipl.2013.11.011 |
0.486 |
|
2013 |
Boutsidis C, Gittens A. Improved matrix algorithms via the subsampled randomized hadamard transform Siam Journal On Matrix Analysis and Applications. 34: 1301-1340. DOI: 10.1137/120874540 |
0.487 |
|
2013 |
Avron H, Boutsidis C. Faster subset selection for matrices and applications Siam Journal On Matrix Analysis and Applications. 34: 1464-1499. DOI: 10.1137/120867287 |
0.465 |
|
2013 |
Boutsidis C, Drineas P, Magdon-Ismail M. Near-optimal coresets for least-squares regression Ieee Transactions On Information Theory. 59: 6880-6892. DOI: 10.1109/Tit.2013.2272457 |
0.618 |
|
2013 |
Boutsidis C, Magdon-Ismail M. Deterministic feature selection for k-means clustering Ieee Transactions On Information Theory. 59: 6099-6110. DOI: 10.1109/Tit.2013.2255021 |
0.472 |
|
2013 |
Paul S, Boutsidis C, Magdon-Ismail M, Drineas P. Random projections for support vector machines Journal of Machine Learning Research. 31: 498-506. |
0.619 |
|
2011 |
Sgourakis NG, Merced-Serrano M, Boutsidis C, Drineas P, Du Z, Wang C, Garcia AE. Atomic-level characterization of the ensemble of the Aβ(1-42) monomer in water using unbiased molecular dynamics simulations and spectral algorithms. Journal of Molecular Biology. 405: 570-83. PMID 21056574 DOI: 10.1016/J.Jmb.2010.10.015 |
0.542 |
|
2011 |
Boutsidis C, Drineas P, Magdon-Ismail M. Near optimal column-based matrix reconstruction Proceedings - Annual Ieee Symposium On Foundations of Computer Science, Focs. 305-314. DOI: 10.1109/FOCS.2011.21 |
0.623 |
|
2011 |
Boutsidis C, Drineas P, Magdon-Ismail M. Sparse features for PCA-like linear regression Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. |
0.644 |
|
2010 |
Boutsidis C, Zouzias A, Drineas P. Random projections for κ-means clustering Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010. |
0.595 |
|
2009 |
Boutsidis C, Drineas P. Random projections for the nonnegative least-squares problem Linear Algebra and Its Applications. 431: 760-771. DOI: 10.1016/J.Laa.2009.03.026 |
0.642 |
|
2009 |
Boutsidis C, Mahoney MW, Drineas P. Unsupervised feature selection for the k-means clustering problem Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 153-161. |
0.557 |
|
2009 |
Boutsidis C, Mahoney MW, Drineas P. An improved approximation algorithm for the column subset selection problem Proceedings of the Annual Acm-Siam Symposium On Discrete Algorithms. 968-977. |
0.603 |
|
2008 |
Boutsidis C, Mahoney MW, Drineas P. Unsupervised feature selection for principal components analysis Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 61-69. DOI: 10.1145/1401890.1401903 |
0.532 |
|
2008 |
Boutsidis C, Gallopoulos E. SVD based initialization: A head start for nonnegative matrix factorization Pattern Recognition. 41: 1350-1362. DOI: 10.1016/J.Patcog.2007.09.010 |
0.462 |
|
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