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CIKM
2009
Springer
14 years 7 months ago
Learning to recommend questions based on user ratings
Ke Sun, Yunbo Cao, Xinying Song, Young-In Song, Xi...
74
Voted
FC
2009
Springer
67views Cryptology» more  FC 2009»
15 years 1 months ago
Privacy-Preserving Classifier Learning
We present an efficient protocol for the privacy-preserving, distributed learning of decision-tree classifiers. Our protocol allows a user to construct a classifier on a database h...
Justin Brickell, Vitaly Shmatikov
NIPS
2004
14 years 11 months ago
Boosting on Manifolds: Adaptive Regularization of Base Classifiers
In this paper we propose to combine two powerful ideas, boosting and manifold learning. On the one hand, we improve ADABOOST by incorporating knowledge on the structure of the dat...
Balázs Kégl, Ligen Wang
92
Voted
ECML
1998
Springer
15 years 1 months ago
Learning to Classify X-Ray Images Using Relational Learning
: Image understanding often requires extensive background knowledge. The problem addressed in this paper is such knowledge can be acquired. We discuss how relational machine learni...
Claude Sammut, Tatjana Zrimec