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» Attribute-aware Collaborative Filtering
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UAI
1998
15 years 3 months ago
Empirical Analysis of Predictive Algorithms for Collaborative Filtering
John S. Breese, David Heckerman, Carl Myers Kadie
FSKD
2008
Springer
146views Fuzzy Logic» more  FSKD 2008»
15 years 3 months ago
A Collaborative Filtering Algorithm Based on Rough Set and Fuzzy Clustering
DanEr Chen, YuLong Ying, SongJie Gong
CORR
2010
Springer
89views Education» more  CORR 2010»
15 years 2 months ago
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
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
43
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CORR
2008
Springer
55views Education» more  CORR 2008»
15 years 2 months ago
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...