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143
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INFORMATICALT
2008
124views more  INFORMATICALT 2008»
15 years 5 months ago
Hierarchical Adaptive Clustering
This paper studies an adaptive clustering problem. We focus on re-clustering an object set, previously clustered, when the feature set characterizing the objects increases. We prop...
Gabriela Serban, Alina Campan
JUCS
2008
150views more  JUCS 2008»
15 years 5 months ago
Optimal Sensor Network Layout Using Multi-Objective Metaheuristics
: Wireless Sensor Networks (WSN) allow, thanks to the use of small wireless devices known as sensor nodes, the monitorization of wide and remote areas with precision and liveness u...
Guillermo Molina, Enrique Alba, El-Ghazali Talbi
176
Voted
SODA
2010
ACM
174views Algorithms» more  SODA 2010»
15 years 2 months ago
Differentially Private Combinatorial Optimization
Consider the following problem: given a metric space, some of whose points are "clients," select a set of at most k facility locations to minimize the average distance f...
Anupam Gupta, Katrina Ligett, Frank McSherry, Aaro...
134
Voted
WDAG
1997
Springer
106views Algorithms» more  WDAG 1997»
15 years 9 months ago
Performing Tasks on Restartable Message-Passing Processors
Abstract. This work presents new algorithms for the "Do-All" problem that consists of performing t tasks reliably in a message-passing synchronous system of p fault-prone...
Bogdan S. Chlebus, Roberto De Prisco, Alexander A....
ICML
2007
IEEE
16 years 5 months ago
Online discovery of similarity mappings
We consider the problem of choosing, sequentially, a map which assigns elements of a set A to a few elements of a set B. On each round, the algorithm suffers some cost associated ...
Alexander Rakhlin, Jacob Abernethy, Peter L. Bartl...