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Publications of "Christos Boutsidis" ( http://dblp.L3S.de/Authors/Christos_Boutsidis )

  Author page on DBLP  Author page in RDF  Community of Christos Boutsidis in ASPL-2

Publication years (Num. hits)
2008 (5) 2009 (2) 2010 (2) 2011 (7) 2012 (4)
Publication types (Num. hits)
article(13) inproceedings(7)
Venues (Conferences, Journals, ...)
CoRR(12) NIPS(3) CIKM(1) FOCS(1) KDD(1) Pattern Recognition(1) SODA(1)
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The graphs summarize 7 occurrences of 6 keywords

Results
Found 20 publication records. Showing 20 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Christos Boutsidis, Alex Gittens Improved matrix algorithms via the Subsampled Randomized Hadamard Transform Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Haim Avron, Christos Boutsidis Faster Subset Selection for Matrices and Applications Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail Rich Coresets For Constrained Linear Regression Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Christos Boutsidis On Truncated-SVD-like Sparse Solutions to Least-Squares Problems of Arbitrary Dimensions Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Christos Boutsidis Topics in Matrix Sampling Algorithms Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis, Anastasios Zouzias, Michael W. Mahoney, Petros Drineas Stochastic Dimensionality Reduction for K-means Clustering Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis Improved Low-rank Matrix Decompositions via the Subsampled Randomized Hadamard Transform Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail Near-Optimal Column-Based Matrix Reconstruction Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis, Malik Magdon-Ismail Deterministic Feature Selection for $k$-means Clustering Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail Near Optimal Column-Based Matrix Reconstruction. Search on Bibsonomy FOCS The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail Sparse Features for PCA-Like Linear Regression. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Christos Boutsidis, Anastasios Zouzias, Petros Drineas Random Projections for $k$-means Clustering Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Christos Boutsidis, Anastasios Zouzias, Petros Drineas Random Projections for $k$-means Clustering. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Christos Boutsidis, Michael W. Mahoney, Petros Drineas An improved approximation algorithm for the column subset selection problem. Search on Bibsonomy SODA The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Christos Boutsidis, Michael W. Mahoney, Petros Drineas Unsupervised Feature Selection for the $k$-means Clustering Problem. Search on Bibsonomy NIPS The full citation details ... 2009 DBLP  BibTeX  RDF
1Christos Boutsidis, Michael W. Mahoney, Petros Drineas An Improved Approximation Algorithm for the Column Subset Selection Problem Search on Bibsonomy CoRR The full citation details ... 2008 DBLP  BibTeX  RDF
1Christos Boutsidis, Petros Drineas Random Projections for the Nonnegative Least-Squares Problem Search on Bibsonomy CoRR The full citation details ... 2008 DBLP  BibTeX  RDF
1Christos Boutsidis, Efstratios Gallopoulos SVD based initialization: A head start for nonnegative matrix factorization. Search on Bibsonomy Pattern Recognition The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Christos Boutsidis, Jimeng Sun, Nikos Anerousis Clustered subset selection and its applications on it service metrics. Search on Bibsonomy CIKM The full citation details ... 2008 DBLP  DOI  BibTeX  RDF low rank matrix approximation, clustering, service provider, service delivery, subset selection
1Christos Boutsidis, Michael W. Mahoney, Petros Drineas Unsupervised feature selection for principal components analysis. Search on Bibsonomy KDD The full citation details ... 2008 DBLP  DOI  BibTeX  RDF PCA, random sampling, subset selection
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