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    CORR
    2010
    Springer
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    Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
    13 years 11 months ago
    Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
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    We show that matrix completion with tracenorm regularization can be significantly hurt when entries of the matrix are sampled nonuniformly. We introduce a weighted version of the ...
    Ruslan Salakhutdinov, Nathan Srebro
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