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ICML
2008
IEEE
16 years 7 months ago
Confidence-weighted linear classification
We introduce confidence-weighted linear classifiers, which add parameter confidence information to linear classifiers. Online learners in this setting update both classifier param...
Mark Dredze, Koby Crammer, Fernando Pereira
170
Voted
ICML
2005
IEEE
16 years 7 months ago
Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees
MDPs are an attractive formalization for planning, but realistic problems often have intractably large state spaces. When we only need a partial policy to get from a fixed start s...
H. Brendan McMahan, Maxim Likhachev, Geoffrey J. G...
ICML
2004
IEEE
16 years 7 months ago
Multi-task feature and kernel selection for SVMs
We compute a common feature selection or kernel selection configuration for multiple support vector machines (SVMs) trained on different yet inter-related datasets. The method is ...
Tony Jebara
ICSE
2009
IEEE-ACM
16 years 7 months ago
Alitheia Core: An extensible software quality monitoring platform
Research in the fields of software quality and maintainability requires the analysis of large quantities of data, which often originate from open source software projects. Pre-pro...
Georgios Gousios, Diomidis Spinellis
SIGSOFT
2009
ACM
16 years 7 months ago
ConcernMorph: metrics-based detection of crosscutting patterns
Crosscutting concerns can hinder maintainability of a design because they do not adhere to a system's underlying modular structure. Developers, therefore, may wish to refacto...
Eduardo Figueiredo, Jon Whittle, Alessandro F. Gar...