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» Spanners of Additively Weighted Point Sets
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COMPGEOM
2006
ACM
13 years 11 months ago
A fast k-means implementation using coresets
In this paper we develop an efficient implementation for a k-means clustering algorithm. The novel feature of our algorithm is that it uses coresets to speed up the algorithm. A ...
Gereon Frahling, Christian Sohler
CMMR
2008
Springer
153views Music» more  CMMR 2008»
13 years 7 months ago
Dynamic Mapping Strategies for Expressive Synthesis Performance and Improvisation
Realtime musical expression through synthesis is notoriously dicult. The complete potential of a sound engine is traditionally available only at design time. In this paper two mapp...
Palle Dahlstedt
STOC
2006
ACM
92views Algorithms» more  STOC 2006»
14 years 5 months ago
On the importance of idempotence
Range searching is among the most fundamental problems in computational geometry. An n-element point set in Rd is given along with an assignment of weights to these points from so...
Sunil Arya, Theocharis Malamatos, David M. Mount
COLT
2006
Springer
13 years 9 months ago
Logarithmic Regret Algorithms for Online Convex Optimization
In an online convex optimization problem a decision-maker makes a sequence of decisions, i.e., chooses a sequence of points in Euclidean space, from a fixed feasible set. After ea...
Elad Hazan, Adam Kalai, Satyen Kale, Amit Agarwal
ICDM
2009
IEEE
125views Data Mining» more  ICDM 2009»
13 years 12 months ago
A Fully Automated Method for Discovering Community Structures in High Dimensional Data
—Identifying modules, or natural communities, in large complex networks is fundamental in many fields, including social sciences, biological sciences and engineering. Recently s...
Jianhua Ruan