Sariel Har-Peled
Sariel Har-Peled
Professor of Computer Science, UIUC
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On coresets for k-means and k-median clustering
S Har-Peled, S Mazumdar
Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004
Approximate clustering via core-sets
M Bādoiu, S Har-Peled, P Indyk
Proceedings of the thiry-fourth annual ACM symposium on Theory of computing …, 2002
Geometric approximation via coresets
PK Agarwal, S Har-Peled, KR Varadarajan
Combinatorial and computational geometry 52, 1-30, 2005
Constraint classification: A new approach to multi-class classification
S Har-Peled, D Roth, Z D.
Journal of Machine Learning Research 1, 113-141, 2000
Efficiently approximating the minimum-volume bounding box of a point set in three dimensions
G Barequet, S Har-Peled
Journal of Algorithms 38 (1), 91-109, 2001
Geometric approximation algorithms
S Har-Peled
American Mathematical Soc., 2011
Approximating extent measures of points
PK Agarwal, S Har-Peled, KR Varadarajan
Journal of the ACM (JACM) 51 (4), 606-635, 2004
Approximate nearest neighbor: Towards removing the curse of dimensionality
S Har-Peled, P Indyk, R Motwani
Theory of computing 8 (1), 321-350, 2012
Fast construction of nets in low-dimensional metrics and their applications
S Har-Peled, M Mendel
SIAM Journal on Computing 35 (5), 1148-1184, 2006
Generalization bounds for the area under the ROC curve
S Agarwal, T Graepel, R Herbrich, S Har-Peled, D Roth
Journal of Machine Learning Research 6 (Apr), 393-425, 2005
Smaller coresets for k-median and k-means clustering
S Har-Peled, A Kushal
Discrete & Computational Geometry 37 (1), 3-19, 2007
Optimally cutting a surface into a disk
J Erickson, S Har-Peled
Discrete & Computational Geometry 31 (1), 37-59, 2004
Approximation algorithms for two optimal location problems in sensor networks
A Efrat, S Har-Peled, JSB Mitchell
2nd International Conference on Broadband Networks, 2005., 714-723, 2005
A replacement for Voronoi diagrams of near linear size
S Har-Peled
Proceedings 42nd IEEE Symposium on Foundations of Computer Science, 94-103, 2001
Approximation algorithms for maximum independent set of pseudo-disks
TM Chan, S Har-Peled
Discrete & Computational Geometry 48 (2), 373-392, 2012
On approximating the depth and related problems
B Aronov, S Har-Peled
SIAM Journal on Computing 38 (3), 899-921, 2008
How fast is the k-means method?
S Har-Peled, B Sadri
Algorithmica 41 (3), 185-202, 2005
Near-linear time approximation algorithms for curve simplification
PK Agarwal, S Har-Peled, NH Mustafa, Y Wang
Algorithmica 42 (3-4), 203-219, 2005
Clustering motion
S Har-Peled
Discrete & Computational Geometry 31 (4), 545-565, 2004
Fréchet distance for curves, revisited
B Aronov, S Har-Peled, C Knauer, Y Wang, C Wenk
European Symposium on Algorithms, 52-63, 2006
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Artículos 1–20