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    CDC
    2009
    IEEE
    157views Control Systems» more  CDC 2009»
    On trajectory optimization for active sensing in Gaussian process models
    15 years 10 months ago
    On trajectory optimization for active sensing in Gaussian process models
    Download  www.seas.upenn.edu
    Abstract— We consider the problem of optimizing the trajectory of a mobile sensor with perfect localization whose task is to estimate a stochastic, perhaps multidimensional fiel...
    Jerome Le Ny, George J. Pappas
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    ICANN
    2010
    Springer
    194views Neural Networks» more  ICANN 2010»
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    15 years 7 months ago
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    Download  www.tu-ilmenau.de
    Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
    Frank-Florian Steege, André Hartmann, Erik ...
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    CORR
    2006
    Springer
    127views Education» more  CORR 2006»
    Post-Processing Hierarchical Community Structures: Quality Improvements and Multi-scale View
    15 years 6 months ago
    Post-Processing Hierarchical Community Structures: Quality Improvements and Multi-scale View
    Download  psl.pons.free.fr
    Dense sub-graphs of sparse graphs (communities), which appear in most real-world complex networks, play an important role in many contexts. Most existing community detection algori...
    Pascal Pons
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    KDD
    2001
    ACM
    192views Data Mining» more  KDD 2001»
    Data mining with sparse grids using simplicial basis functions
    16 years 6 months ago
    Data mining with sparse grids using simplicial basis functions
    Download  www.prudsys.de
    Recently we presented a new approach [18] to the classification problem arising in data mining. It is based on the regularization network approach but, in contrast to other method...
    Jochen Garcke, Michael Griebel
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    LSSC
    2001
    Springer
    107views Applied Computing» more  LSSC 2001»
    On the Parallelization of the Sparse Grid Approach for Data Mining
    15 years 10 months ago
    On the Parallelization of the Sparse Grid Approach for Data Mining
    Download  wissrech.ins.uni-bonn.de
    Abstract. Recently we presented a new approach [5, 6] to the classification problem arising in data mining. It is based on the regularization network approach, but in contrast to ...
    Jochen Garcke, Michael Griebel
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