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» Active Collaborative Filtering

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CORR
2010
Springer

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Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm

15 years 4 months ago

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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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CORR
2008
Springer

55views Education» more CORR 2008»

A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization

15 years 4 months ago

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Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...

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CORR
2010
Springer

127views Education» more CORR 2010»

Local Optimality of User Choices and Collaborative Competitive Filtering

15 years 4 months ago

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Shuang-Hong Yang

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101

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EXPERT
2006

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CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering

15 years 4 months ago

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James Salter, Nick Antonopoulos

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125

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IR
2008

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Probabilistic relevance ranking for collaborative filtering

15 years 4 months ago

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