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Drineas
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publications
(84)
tags
dblp
clustering
graph_theory
singular_value_decomposition
monte_carlo_algorithm
CUR
graph,
vldb
matrix
low_rank_approximation
imported
error_bound
SingularValueDecomposition
eigenvalues
svd
vis,
graph
SVD
Clustering
decomposition
lsa
spectral_graph_theory
sparsification
triangles
No matching items.
Fast approximation of matrix coherence and statistical leverage.
Michael W. Mahoney
,
Petros Drineas
,
Malik Magdon-Ismail
, and
David P. Woodruff
.
ICML,
icml.cc / Omnipress,
(
2012
)
Michael W. Mahoney
,
Petros Drineas
,
Malik Magdon-Ismail
, and
David P. Woodruff
.
ICML,
icml.cc / Omnipress,
(
2012
)
3 months and 29 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization.
Petros Drineas
,
Malik Magdon-Ismail
,
Gopal Pandurangant
,
Reino Virrankoski
, and
Andreas Savvides
.
SECON,
page 536-544.
IEEE,
(
2006
)
Petros Drineas
,
Malik Magdon-Ismail
,
Gopal Pandurangant
,
Reino Virrankoski
, and
Andreas Savvides
.
SECON,
page 536-544.
IEEE,
(
2006
)
5 months and 16 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Pass efficient algorithms for approximating large matrices.
Petros Drineas
, and
Ravi Kannan
.
SODA,
page 223-232.
ACM/SIAM,
(
2003
)
Petros Drineas
, and
Ravi Kannan
.
SODA,
page 223-232.
ACM/SIAM,
(
2003
)
5 months and 18 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Clustering in Large Graphs and Matrices.
Petros Drineas
,
Alan M. Frieze
,
Ravi Kannan
,
Santosh Vempala
, and
V. Vinay
.
SODA,
page 291-299.
ACM/SIAM,
(
1999
)
Petros Drineas
,
Alan M. Frieze
,
Ravi Kannan
,
Santosh Vempala
, and
V. Vinay
.
SODA,
page 291-299.
ACM/SIAM,
(
1999
)
5 months and 18 days ago
by
dblp
2
dblp
dblp
URL
DOI
TeX
An improved approximation algorithm for the column subset selection problem.
Christos Boutsidis
,
Michael W. Mahoney
, and
Petros Drineas
.
SODA,
page 968-977.
SIAM,
(
2009
)
Christos Boutsidis
,
Michael W. Mahoney
, and
Petros Drineas
.
SODA,
page 968-977.
SIAM,
(
2009
)
5 months and 18 days ago
by
dblp
2
dblp
dblp
URL
DOI
TeX
Sampling algorithms and coresets for ℓp regression.
Anirban Dasgupta
,
Petros Drineas
,
Boulos Harb
,
Ravi Kumar
, and
Michael W. Mahoney
.
SODA,
page 932-941.
SIAM,
(
2008
)
Anirban Dasgupta
,
Petros Drineas
,
Boulos Harb
,
Ravi Kumar
, and
Michael W. Mahoney
.
SODA,
page 932-941.
SIAM,
(
2008
)
5 months and 18 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Sampling algorithms for l2 regression and applications.
Petros Drineas
,
Michael W. Mahoney
, and
S. Muthukrishnan
.
SODA,
page 1127-1136.
ACM Press,
(
2006
)
Petros Drineas
,
Michael W. Mahoney
, and
S. Muthukrishnan
.
SODA,
page 1127-1136.
ACM Press,
(
2006
)
5 months and 18 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Random Projections for Support Vector Machines
Saurabh Paul
,
Christos Boutsidis
,
Malik Magdon-Ismail
, and
Petros Drineas
.
CoRR
(
2012
)
Saurabh Paul
,
Christos Boutsidis
,
Malik Magdon-Ismail
, and
Petros Drineas
.
CoRR
(
2012
)
5 months and 24 days ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1
Kenneth L. Clarkson
,
Petros Drineas
,
Malik Magdon-Ismail
,
Michael W. Mahoney
,
Xiangrui Meng
, and
David P. Woodruff
.
CoRR
(
2012
)
Kenneth L. Clarkson
,
Petros Drineas
,
Malik Magdon-Ismail
,
Michael W. Mahoney
,
Xiangrui Meng
, and
David P. Woodruff
.
CoRR
(
2012
)
7 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Rich Coresets For Constrained Linear Regression
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
CoRR
(
2012
)
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
CoRR
(
2012
)
7 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
An Improved Approximation Algorithm for the Column Subset Selection Problem
Christos Boutsidis
,
Michael W. Mahoney
, and
Petros Drineas
.
CoRR
(
2008
)
Christos Boutsidis
,
Michael W. Mahoney
, and
Petros Drineas
.
CoRR
(
2008
)
7 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Random Projections for the Nonnegative Least-Squares Problem
Christos Boutsidis
, and
Petros Drineas
.
CoRR
(
2008
)
Christos Boutsidis
, and
Petros Drineas
.
CoRR
(
2008
)
7 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Sparse Features for PCA-Like Linear Regression.
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
NIPS,
page 2285-2293.
(
2011
)
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
NIPS,
page 2285-2293.
(
2011
)
a year and 2 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
CUR matrix decompositions for improved data analysis
Michael W. Mahoney
, and
Petros Drineas
.
Proceedings of the National Academy of Sciences
106(3):697-702
(
2009
)
Michael W. Mahoney
, and
Petros Drineas
.
Proceedings of the National Academy of Sciences
106(3):697-702
(
2009
)
a year and 3 months ago
by
folke
1
CUR
decomposition
matrix
CUR
decomposition
matrix
URL
DOI
TeX
Competitive recommendation systems.
Petros Drineas
,
Iordanis Kerenidis
, and
Prabhakar Raghavan
.
STOC,
page 82-90.
ACM,
(
2002
)
Petros Drineas
,
Iordanis Kerenidis
, and
Prabhakar Raghavan
.
STOC,
page 82-90.
ACM,
(
2002
)
a year and 3 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Post-production performance calibration in analog/RF devices.
Nathan Kupp
,
He Huang
,
Petros Drineas
, and
Yiorgos Makris
.
ITC,
page 245-254.
IEEE,
(
2010
)
Nathan Kupp
,
He Huang
,
Petros Drineas
, and
Yiorgos Makris
.
ITC,
page 245-254.
IEEE,
(
2010
)
a year and 3 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Near Optimal Column-Based Matrix Reconstruction.
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
FOCS,
page 305-314.
IEEE,
(
2011
)
Christos Boutsidis
,
Petros Drineas
, and
Malik Magdon-Ismail
.
FOCS,
page 305-314.
IEEE,
(
2011
)
a year and 4 months ago
by
dblp
2
dblp
dblp
URL
DOI
TeX
On proving the efficiency of alternative RF tests.
Nathan Kupp
,
Haralampos-G. D. Stratigopoulos
,
Petros Drineas
, and
Yiorgos Makris
.
ICCAD,
page 762-767.
IEEE,
(
2011
)
Nathan Kupp
,
Haralampos-G. D. Stratigopoulos
,
Petros Drineas
, and
Yiorgos Makris
.
ICCAD,
page 762-767.
IEEE,
(
2011
)
a year and 5 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Sampling Algorithms and Coresets for Lp Regression
Anirban Dasgupta
,
Petros Drineas
,
Boulos Harb
,
Ravi Kumar
, and
Michael W. Mahoney
.
CoRR
(
2007
)
Anirban Dasgupta
,
Petros Drineas
,
Boulos Harb
,
Ravi Kumar
, and
Michael W. Mahoney
.
CoRR
(
2007
)
a year and 5 months ago
by
dblp
1
dblp
dblp
URL
DOI
TeX
Random Projections for $k$-means Clustering
Christos Boutsidis
,
Anastasios Zouzias
, and
Petros Drineas
.
CoRR
(
2010
)
Christos Boutsidis
,
Anastasios Zouzias
, and
Petros Drineas
.
CoRR
(
2010
)
a year and 5 months ago
by
dblp
2
dblp
dblp
URL
DOI
TeX
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