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» A Generalized Representer Theorem
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UMUAI
2008
111views more  UMUAI 2008»
15 years 6 months ago
Mediation of user models for enhanced personalization in recommender systems
Abstract. Provision of personalized recommendations to users requires accurate modeling of their interests and needs. This paper proposes a general framework and specific methodolo...
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
JAIR
2010
108views more  JAIR 2010»
15 years 5 months ago
Kalman Temporal Differences
This paper deals with value (and Q-) function approximation in deterministic Markovian decision processes (MDPs). A general statistical framework based on the Kalman filtering pa...
Matthieu Geist, Olivier Pietquin
ICIP
2009
IEEE
15 years 4 months ago
Geometrical plenoptic sampling
In this paper, we present a general framework for analysis of plenoptic sampling by investigating the spectral analysis of plenoptic imaging. The proposed framework provides a uni...
Chong Chen, Dan Schonfeld
AI
2011
Springer
15 years 1 months ago
Representing preferences using intervals
In this paper we present a general framework for the comparison of intervals when preference relations have to established. The use of intervals in order to take into account impr...
Meltem Öztürk, Marc Pirlot, Alexis Tsouk...
CORR
2010
Springer
148views Education» more  CORR 2010»
15 years 1 months ago
A Unifying View of Multiple Kernel Learning
Recent research on multiple kernel learning has lead to a number of approaches for combining kernels in regularized risk minimization. The proposed approaches include different for...
Marius Kloft, Ulrich Rückert, Peter L. Bartle...