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ORCIDBibTeX records: Christos Boutsidis
@article{DBLP:journals/siamcomp/BoutsidisW17,
author = {Christos Boutsidis and
David P. Woodruff},
title = {Optimal {CUR} Matrix Decompositions},
journal = {{SIAM} J. Comput.},
volume = {46},
number = {2},
pages = {543--589},
year = {2017},
url = {https://doi.org/10.1137/140977898},
doi = {10.1137/140977898},
timestamp = {Tue, 02 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/BoutsidisW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Magdon-IsmailB16,
author = {Malik Magdon{-}Ismail and
Christos Boutsidis},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Optimal Sparse Linear Encoders and Sparse {PCA}},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {298--306},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0e65972dce68dad4d52d063967f0a705-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Magdon-IsmailB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BoutsidisWZ16,
author = {Christos Boutsidis and
David P. Woodruff and
Peilin Zhong},
editor = {Daniel Wichs and
Yishay Mansour},
title = {Optimal principal component analysis in distributed and streaming
models},
booktitle = {Proceedings of the 48th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2016, Cambridge, MA, USA, June 18-21, 2016},
pages = {236--249},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2897518.2897646},
doi = {10.1145/2897518.2897646},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/BoutsidisWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BoutsidisZMD15,
author = {Christos Boutsidis and
Anastasios Zouzias and
Michael W. Mahoney and
Petros Drineas},
title = {Randomized Dimensionality Reduction for k-Means Clustering},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {2},
pages = {1045--1062},
year = {2015},
url = {https://doi.org/10.1109/TIT.2014.2375327},
doi = {10.1109/TIT.2014.2375327},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BoutsidisZMD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoutsidisKG15,
author = {Christos Boutsidis and
Prabhanjan Kambadur and
Alex Gittens},
editor = {Francis R. Bach and
David M. Blei},
title = {Spectral Clustering via the Power Method - Provably},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {40--48},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/boutsidis15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BoutsidisKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BoutsidisGKL15,
author = {Christos Boutsidis and
Dan Garber and
Zohar Shay Karnin and
Edo Liberty},
editor = {Piotr Indyk},
title = {Online Principal Components Analysis},
booktitle = {Proceedings of the Twenty-Sixth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2015, San Diego, CA, USA, January 4-6, 2015},
pages = {887--901},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611973730.61},
doi = {10.1137/1.9781611973730.61},
timestamp = {Tue, 02 Feb 2021 17:07:30 +0100},
biburl = {https://dblp.org/rec/conf/soda/BoutsidisGKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisLS15,
author = {Christos Boutsidis and
Edo Liberty and
Maxim Sviridenko},
title = {Greedy Minimization of Weakly Supermodular Set Functions},
journal = {CoRR},
volume = {abs/1502.06528},
year = {2015},
url = {http://arxiv.org/abs/1502.06528},
eprinttype = {arXiv},
eprint = {1502.06528},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Magdon-IsmailB15,
author = {Malik Magdon{-}Ismail and
Christos Boutsidis},
title = {Optimal Sparse Linear Auto-Encoders and Sparse {PCA}},
journal = {CoRR},
volume = {abs/1502.06626},
year = {2015},
url = {http://arxiv.org/abs/1502.06626},
eprinttype = {arXiv},
eprint = {1502.06626},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Magdon-IsmailB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisDKZ15,
author = {Christos Boutsidis and
Petros Drineas and
Prabhanjan Kambadur and
Anastasios Zouzias},
title = {A Randomized Algorithm for Approximating the Log Determinant of a
Symmetric Positive Definite Matrix},
journal = {CoRR},
volume = {abs/1503.00374},
year = {2015},
url = {http://arxiv.org/abs/1503.00374},
eprinttype = {arXiv},
eprint = {1503.00374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisDKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisW15,
author = {Christos Boutsidis and
David P. Woodruff},
title = {Communication-optimal Distributed Principal Component Analysis in
the Column-partition Model},
journal = {CoRR},
volume = {abs/1504.06729},
year = {2015},
url = {http://arxiv.org/abs/1504.06729},
eprinttype = {arXiv},
eprint = {1504.06729},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/BoutsidisM14,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {A note on sparse least-squares regression},
journal = {Inf. Process. Lett.},
volume = {114},
number = {5},
pages = {273--276},
year = {2014},
url = {https://doi.org/10.1016/j.ipl.2013.11.011},
doi = {10.1016/J.IPL.2013.11.011},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/BoutsidisM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/BoutsidisDM14,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
title = {Near-Optimal Column-Based Matrix Reconstruction},
journal = {{SIAM} J. Comput.},
volume = {43},
number = {2},
pages = {687--717},
year = {2014},
url = {https://doi.org/10.1137/12086755X},
doi = {10.1137/12086755X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/BoutsidisDM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AvronBTZ14,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
journal = {{SIAM} J. Sci. Comput.},
volume = {36},
number = {5},
year = {2014},
url = {https://doi.org/10.1137/130919222},
doi = {10.1137/130919222},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AvronBTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PaulBMD14,
author = {Saurabh Paul and
Christos Boutsidis and
Malik Magdon{-}Ismail and
Petros Drineas},
title = {Random Projections for Linear Support Vector Machines},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {4},
pages = {22:1--22:25},
year = {2014},
url = {https://doi.org/10.1145/2641760},
doi = {10.1145/2641760},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PaulBMD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BoutsidisM14,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {Faster SVD-truncated regularized least-squares},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {1321--1325},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875047},
doi = {10.1109/ISIT.2014.6875047},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BoutsidisM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PapailiopoulosKB14,
author = {Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Christos Boutsidis},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Provable deterministic leverage score sampling},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {997--1006},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623698},
doi = {10.1145/2623330.2623698},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PapailiopoulosKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BoutsidisW14,
author = {Christos Boutsidis and
David P. Woodruff},
editor = {David B. Shmoys},
title = {Optimal {CUR} matrix decompositions},
booktitle = {Symposium on Theory of Computing, {STOC} 2014, New York, NY, USA,
May 31 - June 03, 2014},
pages = {353--362},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591796.2591819},
doi = {10.1145/2591796.2591819},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/BoutsidisW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisM14,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {Faster SVD-Truncated Least-Squares Regression},
journal = {CoRR},
volume = {abs/1401.0417},
year = {2014},
url = {http://arxiv.org/abs/1401.0417},
eprinttype = {arXiv},
eprint = {1401.0417},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapailiopoulosKB14,
author = {Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Christos Boutsidis},
title = {Provable Deterministic Leverage Score Sampling},
journal = {CoRR},
volume = {abs/1404.1530},
year = {2014},
url = {http://arxiv.org/abs/1404.1530},
eprinttype = {arXiv},
eprint = {1404.1530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapailiopoulosKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisW14,
author = {Christos Boutsidis and
David P. Woodruff},
title = {Optimal {CUR} Matrix Decompositions},
journal = {CoRR},
volume = {abs/1405.7910},
year = {2014},
url = {http://arxiv.org/abs/1405.7910},
eprinttype = {arXiv},
eprint = {1405.7910},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/BoutsidisG13,
author = {Christos Boutsidis and
Alex Gittens},
title = {Improved Matrix Algorithms via the Subsampled Randomized Hadamard
Transform},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {34},
number = {3},
pages = {1301--1340},
year = {2013},
url = {https://doi.org/10.1137/120874540},
doi = {10.1137/120874540},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/BoutsidisG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/AvronB13,
author = {Haim Avron and
Christos Boutsidis},
title = {Faster Subset Selection for Matrices and Applications},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {34},
number = {4},
pages = {1464--1499},
year = {2013},
url = {https://doi.org/10.1137/120867287},
doi = {10.1137/120867287},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/AvronB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BoutsidisM13,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {Deterministic Feature Selection for {\textdollar}k{\textdollar}-Means
Clustering},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {9},
pages = {6099--6110},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2255021},
doi = {10.1109/TIT.2013.2255021},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BoutsidisM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BoutsidisDM13,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
title = {Near-Optimal Coresets for Least-Squares Regression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {10},
pages = {6880--6892},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2272457},
doi = {10.1109/TIT.2013.2272457},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BoutsidisDM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PaulBMD13,
author = {Saurabh Paul and
Christos Boutsidis and
Malik Magdon{-}Ismail and
Petros Drineas},
title = {Random Projections for Support Vector Machines},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {498--506},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/paul13a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PaulBMD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/BoutsidisM13,
author = {Christos Boutsidis and
Dmitry Malioutov},
title = {Equity factor analysis via column subset selection},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {1131},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6737094},
doi = {10.1109/GLOBALSIP.2013.6737094},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/BoutsidisM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronBTZ13,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {347--355},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/avron13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronBTZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GittensKB13,
author = {Alex Gittens and
Prabhanjan Kambadur and
Christos Boutsidis},
title = {Approximate Spectral Clustering via Randomized Sketching},
journal = {CoRR},
volume = {abs/1311.2854},
year = {2013},
url = {http://arxiv.org/abs/1311.2854},
eprinttype = {arXiv},
eprint = {1311.2854},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GittensKB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisM13,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {A note on sparse least-squares regression},
journal = {CoRR},
volume = {abs/1312.7499},
year = {2013},
url = {http://arxiv.org/abs/1312.7499},
eprinttype = {arXiv},
eprint = {1312.7499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-0127,
author = {Haim Avron and
Christos Boutsidis},
title = {Faster Subset Selection for Matrices and Applications},
journal = {CoRR},
volume = {abs/1201.0127},
year = {2012},
url = {http://arxiv.org/abs/1201.0127},
eprinttype = {arXiv},
eprint = {1201.0127},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-0127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3505,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
title = {Rich Coresets For Constrained Linear Regression},
journal = {CoRR},
volume = {abs/1202.3505},
year = {2012},
url = {http://arxiv.org/abs/1202.3505},
eprinttype = {arXiv},
eprint = {1202.3505},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0062,
author = {Christos Boutsidis and
Alex Gittens},
title = {Improved matrix algorithms via the Subsampled Randomized Hadamard
Transform},
journal = {CoRR},
volume = {abs/1204.0062},
year = {2012},
url = {http://arxiv.org/abs/1204.0062},
eprinttype = {arXiv},
eprint = {1204.0062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-2185,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
journal = {CoRR},
volume = {abs/1209.2185},
year = {2012},
url = {http://arxiv.org/abs/1209.2185},
eprinttype = {arXiv},
eprint = {1209.2185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-2185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-3444,
author = {B. Cung and
T. Jin and
Juan Ramirez and
A. Thompson and
Christos Boutsidis and
Deanna Needell},
title = {Spectral Clustering: An empirical study of Approximation Algorithms
and its Application to the Attrition Problem},
journal = {CoRR},
volume = {abs/1211.3444},
year = {2012},
url = {http://arxiv.org/abs/1211.3444},
eprinttype = {arXiv},
eprint = {1211.3444},
timestamp = {Tue, 08 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-3444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-6085,
author = {Saurabh Paul and
Christos Boutsidis and
Malik Magdon{-}Ismail and
Petros Drineas},
title = {Random Projections for Support Vector Machines},
journal = {CoRR},
volume = {abs/1211.6085},
year = {2012},
url = {http://arxiv.org/abs/1211.6085},
eprinttype = {arXiv},
eprint = {1211.6085},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-6085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Boutsidis11,
author = {Christos Boutsidis},
title = {Topics in matrix sampling algorithms},
school = {Rensselaer Polytechnic Institute, {USA}},
year = {2011},
url = {https://hdl.handle.net/20.500.13015/3316},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Boutsidis11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/BoutsidisDM11,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
editor = {Rafail Ostrovsky},
title = {Near Optimal Column-Based Matrix Reconstruction},
booktitle = {{IEEE} 52nd Annual Symposium on Foundations of Computer Science, {FOCS}
2011, Palm Springs, CA, USA, October 22-25, 2011},
pages = {305--314},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/FOCS.2011.21},
doi = {10.1109/FOCS.2011.21},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/BoutsidisDM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoutsidisDM11,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Sparse Features for PCA-Like Linear Regression},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2285--2293},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/b3ba8f1bee1238a2f37603d90b58898d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BoutsidisDM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1103-0995,
author = {Christos Boutsidis and
Petros Drineas and
Malik Magdon{-}Ismail},
title = {Near-Optimal Column-Based Matrix Reconstruction},
journal = {CoRR},
volume = {abs/1103.0995},
year = {2011},
url = {http://arxiv.org/abs/1103.0995},
eprinttype = {arXiv},
eprint = {1103.0995},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1103-0995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-0709,
author = {Christos Boutsidis},
title = {Topics in Matrix Sampling Algorithms},
journal = {CoRR},
volume = {abs/1105.0709},
year = {2011},
url = {http://arxiv.org/abs/1105.0709},
eprinttype = {arXiv},
eprint = {1105.0709},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-0709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-5664,
author = {Christos Boutsidis and
Malik Magdon{-}Ismail},
title = {Deterministic Feature Selection for {\textdollar}k{\textdollar}-means
Clustering},
journal = {CoRR},
volume = {abs/1109.5664},
year = {2011},
url = {http://arxiv.org/abs/1109.5664},
eprinttype = {arXiv},
eprint = {1109.5664},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-5664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-2897,
author = {Christos Boutsidis and
Anastasios Zouzias and
Michael W. Mahoney and
Petros Drineas},
title = {Stochastic Dimensionality Reduction for K-means Clustering},
journal = {CoRR},
volume = {abs/1110.2897},
year = {2011},
url = {http://arxiv.org/abs/1110.2897},
eprinttype = {arXiv},
eprint = {1110.2897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-2897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoutsidisZD10,
author = {Christos Boutsidis and
Anastasios Zouzias and
Petros Drineas},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Random Projections for {\textdollar}k{\textdollar}-means Clustering},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {298--306},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/73278a4a86960eeb576a8fd4c9ec6997-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BoutsidisZD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-4632,
author = {Christos Boutsidis and
Anastasios Zouzias and
Petros Drineas},
title = {Random Projections for {\textdollar}k{\textdollar}-means Clustering},
journal = {CoRR},
volume = {abs/1011.4632},
year = {2010},
url = {http://arxiv.org/abs/1011.4632},
eprinttype = {arXiv},
eprint = {1011.4632},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-4632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoutsidisMD09,
author = {Christos Boutsidis and
Michael W. Mahoney and
Petros Drineas},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Unsupervised Feature Selection for the {\textdollar}k{\textdollar}-means
Clustering Problem},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {153--161},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/c51ce410c124a10e0db5e4b97fc2af39-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BoutsidisMD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BoutsidisMD09,
author = {Christos Boutsidis and
Michael W. Mahoney and
Petros Drineas},
editor = {Claire Mathieu},
title = {An improved approximation algorithm for the column subset selection
problem},
booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
pages = {968--977},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611973068.105},
doi = {10.1137/1.9781611973068.105},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/BoutsidisMD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BoutsidisG08,
author = {Christos Boutsidis and
Efstratios Gallopoulos},
title = {{SVD} based initialization: {A} head start for nonnegative matrix
factorization},
journal = {Pattern Recognit.},
volume = {41},
number = {4},
pages = {1350--1362},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2007.09.010},
doi = {10.1016/J.PATCOG.2007.09.010},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BoutsidisG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BoutsidisSA08,
author = {Christos Boutsidis and
Jimeng Sun and
Nikos Anerousis},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Clustered subset selection and its applications on it service metrics},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {599--608},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458162},
doi = {10.1145/1458082.1458162},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BoutsidisSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BoutsidisMD08,
author = {Christos Boutsidis and
Michael W. Mahoney and
Petros Drineas},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Unsupervised feature selection for principal components analysis},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {61--69},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401903},
doi = {10.1145/1401890.1401903},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BoutsidisMD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0812-4293,
author = {Christos Boutsidis and
Michael W. Mahoney and
Petros Drineas},
title = {An Improved Approximation Algorithm for the Column Subset Selection
Problem},
journal = {CoRR},
volume = {abs/0812.4293},
year = {2008},
url = {http://arxiv.org/abs/0812.4293},
eprinttype = {arXiv},
eprint = {0812.4293},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0812-4293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0812-4547,
author = {Christos Boutsidis and
Petros Drineas},
title = {Random Projections for the Nonnegative Least-Squares Problem},
journal = {CoRR},
volume = {abs/0812.4547},
year = {2008},
url = {http://arxiv.org/abs/0812.4547},
eprinttype = {arXiv},
eprint = {0812.4547},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0812-4547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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