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UAI
1998
13 years 10 months ago
Empirical Analysis of Predictive Algorithms for Collaborative Filtering
John S. Breese, David Heckerman, Carl Myers Kadie
ATAL
2010
Springer
13 years 10 months ago
Using machine learning to augment collaborative filtering of community discussions
Michael Brennan, Stacey Wrazien, Rachel Greenstadt
FSKD
2008
Springer
146views Fuzzy Logic» more  FSKD 2008»
13 years 10 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»
13 years 9 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