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    NPL
    2010
    135views more  NPL 2010»
    A Novel Regularization Learning for Single-View Patterns: Multi-View Discriminative Regularization
    14 years 8 months ago
    A Novel Regularization Learning for Single-View Patterns: Multi-View Discriminative Regularization
    Download  parnec.nuaa.edu.cn
    The existing Multi-View Learning (MVL) is to discuss how to learn from patterns with multiple information sources and has been proven its superior generalization to the usual Sing...
    Zhe Wang, Songcan Chen, Hui Xue, Zhisong Pan
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    BMCBI
    2010
    182views more  BMCBI 2010»
    L2-norm multiple kernel learning and its application to biomedical data fusion
    14 years 9 months ago
    L2-norm multiple kernel learning and its application to biomedical data fusion
    Download  www.biomedcentral.com
    Background: This paper introduces the notion of optimizing different norms in the dual problem of support vector machines with multiple kernels. The selection of norms yields diff...
    Shi Yu, Tillmann Falck, Anneleen Daemen, Lé...
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    CORR
    2007
    Springer
    164views Education» more  CORR 2007»
    Consistency of the group Lasso and multiple kernel learning
    14 years 9 months ago
    Consistency of the group Lasso and multiple kernel learning
    Download  www.di.ens.fr
    We consider the least-square regression problem with regularization by a block 1-norm, that is, a sum of Euclidean norms over spaces of dimensions larger than one. This problem, r...
    Francis Bach
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Balancing Multiple Sources of Reward in Reinforcement Learning
    14 years 11 months ago
    Balancing Multiple Sources of Reward in Reinforcement Learning
    Download  www.cc.gatech.edu
    For many problems which would be natural for reinforcement learning, the reward signal is not a single scalar value but has multiple scalar components. Examples of such problems i...
    Christian R. Shelton
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    ML
    1998
    ACM
    119views Machine Learning» more  ML 1998»
    A Note on Learning from Multiple-Instance Examples
    14 years 9 months ago
    A Note on Learning from Multiple-Instance Examples
    Download  www.ri.cmu.edu
    Avrim Blum, Adam Kalai
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