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JMLR
2010
106views more  JMLR 2010»
14 years 6 months ago
Improving posterior marginal approximations in latent Gaussian models
We consider the problem of correcting the posterior marginal approximations computed by expectation propagation and Laplace approximation in latent Gaussian models and propose cor...
Botond Cseke, Tom Heskes
IWPSE
2007
IEEE
15 years 6 months ago
Improving defect prediction using temporal features and non linear models
Predicting the defects in the next release of a large software system is a very valuable asset for the project manger to plan her resources. In this paper we argue that temporal f...
Abraham Bernstein, Jayalath Ekanayake, Martin Pinz...
COMMA
2010
14 years 6 months ago
Argumentation 3.0: how Semantic Web technologies can improve argumentation modeling in Web 2.0 environments
Argumentative discussions are common in Web 2.0 applications, but the social Web still offers limited or no explicit support for argumentation. As Web 2.0 applications become more ...
Jodi Schneider, Alexandre Passant, Tudor Groza, Jo...
ICML
2000
IEEE
16 years 19 days ago
FeatureBoost: A Meta-Learning Algorithm that Improves Model Robustness
Most machine learning algorithms are lazy: they extract from the training set the minimum information needed to predict its labels. Unfortunately, this often leads to models that ...
Joseph O'Sullivan, John Langford, Rich Caruana, Av...
CHI
2005
ACM
16 years 6 days ago
Improving orchestral conducting systems in public spaces: examining the temporal characteristics and conceptual models of conduc
Designing interactive conducting exhibits for public spaces poses unique challenges, primarily because the conceptual model of conducting music varies amongst users. In a user stu...
Eric Lee, Marius Wolf, Jan Borchers