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    ICMLA
    2009
    208views Machine Learning» more  ICMLA 2009»
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    14 years 7 months ago
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    Download  www.grappa.univ-lille3.fr
    This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
    Manuel Loth, Philippe Preux, Samuel Delepoulle, Ch...
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    Publication
    222views
    Algorithms and Bounds for Rollout Sampling Approximate Policy Iteration
    15 years 6 months ago
    Algorithms and Bounds for Rollout Sampling Approximate Policy Iteration
    Download  arxiv.org
    Abstract: Several approximate policy iteration schemes without value functions, which focus on policy representation using classifiers and address policy learning as a supervis...
    Christos Dimitrakakis, Michail G. Lagoudakis
    posted by olethros
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    IJCNN
    2007
    IEEE
    161views Neural Networks» more  IJCNN 2007»
    Risk Assessment Algorithms Based on Recursive Neural Networks
    15 years 4 months ago
    Risk Assessment Algorithms Based on Recursive Neural Networks
    Download  hal.inria.fr
    — The assessment of highly-risky situations at road intersections have been recently revealed as an important research topic within the context of the automotive industry. In thi...
    Alejandro Chinea Manrique De Lara, Michel Parent
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    ICRA
    2009
    IEEE
    137views Robotics» more  ICRA 2009»
    Unsupervised learning of 3D object models from partial views
    15 years 4 months ago
    Unsupervised learning of 3D object models from partial views
    Download  www.informatik.uni-freiburg.de
    — We present an algorithm for learning 3D object models from partial object observations. The input to our algorithm is a sequence of 3D laser range scans. Models learned from th...
    Michael Ruhnke, Bastian Steder, Giorgio Grisetti, ...
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    KDD
    2004
    ACM
    114views Data Mining» more  KDD 2004»
    Mining reference tables for automatic text segmentation
    15 years 10 months ago
    Mining reference tables for automatic text segmentation
    Download  www.mathcs.emory.edu
    Automatically segmenting unstructured text strings into structured records is necessary for importing the information contained in legacy sources and text collections into a data ...
    Eugene Agichtein, Venkatesh Ganti
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