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    EOR
    2007
    165views more  EOR 2007»
    Adaptive credit scoring with kernel learning methods
    13 years 9 months ago
    Adaptive credit scoring with kernel learning methods
    Download  www.crc.man.ed.ac.uk
    Credit scoring is a method of modelling potential risk of credit applications. Traditionally, logistic regression, linear regression and discriminant analysis are the most popular...
    Yingxu Yang
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    ICML
    2005
    IEEE
    79views Machine Learning» more  ICML 2005»
    Predictive low-rank decomposition for kernel methods
    14 years 10 months ago
    Predictive low-rank decomposition for kernel methods
    Download  www.cs.berkeley.edu
    Low-rank matrix decompositions are essential tools in the application of kernel methods to large-scale learning problems. These decompositions have generally been treated as black...
    Francis R. Bach, Michael I. Jordan
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    ICPR
    2006
    IEEE
    174views computer vision» more  ICPR 2006»
    Weakly Supervised Learning on Pre-image Problem in Kernel Methods
    14 years 10 months ago
    Weakly Supervised Learning on Pre-image Problem in Kernel Methods
    Download  www.dcs.qmul.ac.uk
    This paper presents a novel alternative approach, namely weakly supervised learning (WSL), to learn the pre-image of a feature vector in the feature space induced by a kernel. It ...
    Weishi Zheng, Jian-Huang Lai, Pong Chi Yuen
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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    12 years 3 hour ago
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    Download  www-scf.usc.edu
    Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
    Tomer Levinboim, Fei Sha
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    ESANN
    2007
    89views Neural Networks» more  ESANN 2007»
    Immediate Reward Reinforcement Learning for Projective Kernel Methods
    13 years 11 months ago
    Immediate Reward Reinforcement Learning for Projective Kernel Methods
    Download  www.dice.ucl.ac.be
    Colin Fyfe, Pei Ling Lai
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