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ICML
2009
IEEE
16 years 2 months ago
Curriculum learning
Humans and animals learn much better when the examples are not randomly presented but organized in a meaningful order which illustrates gradually more concepts, and gradually more ...
Jérôme Louradour, Jason Weston, Ronan...
ICML
2007
IEEE
16 years 2 months ago
Asymptotic Bayesian generalization error when training and test distributions are different
In supervised learning, we commonly assume that training and test data are sampled from the same distribution. However, this assumption can be violated in practice and then standa...
Keisuke Yamazaki, Klaus-Robert Müller, Masash...
WWW
2007
ACM
16 years 2 months ago
U-REST: an unsupervised record extraction system
In this paper, we describe a system that can extract record structures from web pages with no direct human supervision. Records are commonly occurring HTML-embedded data tuples th...
Yuan Kui Shen, David R. Karger
ECOOP
2009
Springer
16 years 2 months ago
From Public to Private to Absent: Refactoring Java Programs under Constrained Accessibility
Contemporary refactoring tools for JAVA aiding in the restructuring of programs have problems with respecting access modifiers such as public and private: while some tools provide ...
Friedrich Steimann, Andreas Thies
KDD
2009
ACM
202views Data Mining» more  KDD 2009»
16 years 1 months ago
Correlated itemset mining in ROC space: a constraint programming approach
Correlated or discriminative pattern mining is concerned with finding the highest scoring patterns w.r.t. a correlation measure (such as information gain). By reinterpreting corre...
Siegfried Nijssen, Tias Guns, Luc De Raedt