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» On the Structure of Low Sets
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ICML
2010
IEEE
15 years 7 months ago
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
Niranjan Srinivas, Andreas Krause, Sham Kakade, Ma...
CORR
2008
Springer
90views Education» more  CORR 2008»
15 years 6 months ago
An Indirect Genetic Algorithm for Set Covering Problems
This paper presents a new type of genetic algorithm for the set covering problem. It differs from previous evolutionary approaches first because it is an indirect algorithm, i.e. ...
Uwe Aickelin
SMI
2007
IEEE
139views Image Analysis» more  SMI 2007»
16 years 19 days ago
Texture Atlas Generation for Inconsistent Meshes and Point Sets
In order to compute texture atlases with low stretch and hardly visible texture seams existing texture mapping tools pose high demands on the quality of surface representations li...
Patrick Degener, Reinhard Klein
GCC
2003
Springer
15 years 11 months ago
Dominating-Set-Based Searching in Peer-to-Peer Networks
— The peer-to-peer network for sharing information and data through direct exchange has emerged rapidly in recent years. The searching problem is a basic issue that addresses the...
Chunlin Yang, Jie Wu
DAS
2008
Springer
15 years 8 months ago
New Oversampling Approaches Based on Polynomial Fitting for Imbalanced Data Sets
In classification tasks, class-modular strategy has been widely used. It has outperformed classical strategy for pattern classification task in many applications [1]. However, in ...
Sami Gazzah, Najoua Essoukri Ben Amara