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Specialties: programming, machine learning, recommender systems
Publications:
2)
A. Paterek,
Predicting movie ratings and recommender systems, 2012
A 195-page monograph summarizing the Netflix Prize task,
and how to adapt the resulting methods to calculate personalized recommendations.
1) A. Paterek, Improving regularized singular
value decomposition for collaborative filtering, Proc. KDD Cup and
Workshop 2007
[poster] [slides] [bibtex]
[poster] [slides] [bibtex]
Details of my earlier 7.04% solution to the Netflix Prize.
Last modified: 13.07.2012