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Christos Boutsidis
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Publications
- 2016
- [c17]Malik Magdon-Ismail, Christos Boutsidis:
Optimal Sparse Linear Encoders and Sparse PCA. NIPS 2016: 298-306 - 2015
- [i21]Malik Magdon-Ismail, Christos Boutsidis:
Optimal Sparse Linear Auto-Encoders and Sparse PCA. CoRR abs/1502.06626 (2015) - 2014
- [j9]Christos Boutsidis, Malik Magdon-Ismail:
A note on sparse least-squares regression. Inf. Process. Lett. 114(5): 273-276 (2014) - [j8]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Near-Optimal Column-Based Matrix Reconstruction. SIAM J. Comput. 43(2): 687-717 (2014) - [j6]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data 8(4): 22:1-22:25 (2014) - [c13]Christos Boutsidis, Malik Magdon-Ismail:
Faster SVD-truncated regularized least-squares. ISIT 2014: 1321-1325 - [i18]Christos Boutsidis, Malik Magdon-Ismail:
Faster SVD-Truncated Least-Squares Regression. CoRR abs/1401.0417 (2014) - 2013
- [j3]Christos Boutsidis, Malik Magdon-Ismail:
Deterministic Feature Selection for $k$-Means Clustering. IEEE Trans. Inf. Theory 59(9): 6099-6110 (2013) - [j2]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Near-Optimal Coresets for Least-Squares Regression. IEEE Trans. Inf. Theory 59(10): 6880-6892 (2013) - [c10]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. AISTATS 2013: 498-506 - [i14]Christos Boutsidis, Malik Magdon-Ismail:
A note on sparse least-squares regression. CoRR abs/1312.7499 (2013) - 2012
- [i12]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Rich Coresets For Constrained Linear Regression. CoRR abs/1202.3505 (2012) - [i8]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. CoRR abs/1211.6085 (2012) - 2011
- [c7]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Near Optimal Column-Based Matrix Reconstruction. FOCS 2011: 305-314 - [c6]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Sparse Features for PCA-Like Linear Regression. NIPS 2011: 2285-2293 - [i7]Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail:
Near-Optimal Column-Based Matrix Reconstruction. CoRR abs/1103.0995 (2011) - [i5]Christos Boutsidis, Malik Magdon-Ismail:
Deterministic Feature Selection for $k$-means Clustering. CoRR abs/1109.5664 (2011)
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