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SDM
2012
SIAM
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12 years 1 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
DLOG
2011
13 years 2 months ago
Implementing Completion-Based Inferences for the EL-family
Completion algorithms for subsumption are investigated for many extensions of the description logic EL. While for several of them subsumption is tractable, this is no longer the ca...
Julian Mendez, Andreas Ecke, Anni-Yasmin Turhan